{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Cavour - PoliTo Rocket Team \n",
    "\n",
    "Launched at EUROC'23, achieved the target apogee of 3000 meters, however the flight was balistic.\n",
    "Permission to use flight data given by Edoardo Viglietti, 2024.\n",
    "\n",
    "These results were extracted out of the flight card:\n",
    "\n",
    "1. Team number: `17`\n",
    "2. Launch date: `October 13th, 2023. around 14.30hrs local time`\n",
    "3. Last simulated apogee before flight: `2806 m` \n",
    "4. Official recorded apogee: `2789 m`\n",
    "\n",
    "The relative error of altitude apogee is only `0.6%`\n",
    "\n",
    "Note that the simulated apogee below differs from the value obtained before the flight because of upgrades made to the rocketpy software and also because the wind profile represented below differs from the one registered at the launch site. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from rocketpy import Environment, Flight, Function, Rocket, SolidMotor\n",
    "\n",
    "plt.style.use(\"seaborn-v0_8-colorblind\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Environment registered by windy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Gravity Details\n",
      "\n",
      "Acceleration of gravity at surface level:    9.8066 m/s²\n",
      "Acceleration of gravity at   4.000 km (ASL): 9.8066 m/s²\n",
      "\n",
      "\n",
      "Launch Site Details\n",
      "\n",
      "Launch Date: 2023-10-13 12:00:00 UTC | 2023-10-13 13:00:00 Portugal\n",
      "Launch Site Latitude: 39.38869°\n",
      "Launch Site Longitude: -8.28781°\n",
      "Reference Datum: WGS84\n",
      "Launch Site UTM coordinates: 44507.97 W    4373270.52 N\n",
      "Launch Site UTM zone: 30S\n",
      "Launch Site Surface Elevation: 150.0 m\n",
      "\n",
      "\n",
      "Atmospheric Model Details\n",
      "\n",
      "Atmospheric Model Type: Reanalysis\n",
      "Reanalysis Maximum Height: 4.000 km\n",
      "Reanalysis Time Period: from 2023-10-12 08:00:00 to 2023-10-15 18:00:00 utc\n",
      "Reanalysis Hour Interval: 1 hrs\n",
      "Reanalysis Latitude Range: From 40.0° to 39.0°\n",
      "Reanalysis Longitude Range: From -9.0° to -7.0°\n",
      "\n",
      "Surface Atmospheric Conditions\n",
      "\n",
      "Surface Wind Speed: 3.06 m/s\n",
      "Surface Wind Direction: 168.81°\n",
      "Surface Wind Heading: 348.81°\n",
      "Surface Pressure: 1000.00 hPa\n",
      "Surface Temperature: 296.08 K\n",
      "Surface Air Density: 1.177 kg/m³\n",
      "Surface Speed of Sound: 344.94 m/s\n",
      "\n",
      "\n",
      "Earth Model Details\n",
      "\n",
      "Earth Radius at Launch site: 6369.57 km\n",
      "Semi-major Axis: 6378.14 km\n",
      "Semi-minor Axis: 6356.75 km\n",
      "Flattening: 0.0034\n",
      "\n",
      "\n",
      "Atmospheric Model Plots\n",
      "\n"
     ]
    },
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 900x450 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "env = Environment(\n",
    "    gravity=9.80665,\n",
    "    date=(2023, 10, 13, 13),\n",
    "    latitude=39.388692,\n",
    "    longitude=-8.287814,\n",
    "    elevation=150,\n",
    "    datum=\"WGS84\",\n",
    "    timezone=\"Portugal\",\n",
    ")\n",
    "\n",
    "env.set_atmospheric_model(\n",
    "    type=\"Reanalysis\",\n",
    "    file=\"../../data/weather/euroc_2023_all_windows.nc\",\n",
    "    dictionary=\"ECMWF\",\n",
    ")\n",
    "env.max_expected_height = 4000\n",
    "env.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Motor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "ProL995 = SolidMotor(\n",
    "    thrust_source=\"../../data/motors/cesaroni/Cesaroni_3618L995-P.eng\",\n",
    "    burn_time=3.8,\n",
    "    grain_number=3,\n",
    "    grain_density=1653.53,\n",
    "    grain_initial_inner_radius=0.011375,\n",
    "    grain_outer_radius=0.0325,\n",
    "    grain_initial_height=0.13244,\n",
    "    nozzle_radius=0.0335,\n",
    "    throat_radius=0.0114,\n",
    "    grain_separation=0.001,\n",
    "    grains_center_of_mass_position=0.19966000000000006,\n",
    "    dry_inertia=(0, 0, 0),\n",
    "    center_of_dry_mass_position=1.1994,\n",
    "    dry_mass=0,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Nozzle Details\n",
      "Nozzle Radius: 0.0335 m\n",
      "Nozzle Throat Radius: 0.0114 m\n",
      "\n",
      "Grain Details\n",
      "Number of Grains: 3\n",
      "Grain Spacing: 0.001 m\n",
      "Grain Density: 1653.53 kg/m3\n",
      "Grain Outer Radius: 0.0325 m\n",
      "Grain Inner Radius: 0.011375 m\n",
      "Grain Height: 0.13244 m\n",
      "Grain Volume: 0.000 m3\n",
      "Grain Mass: 0.638 kg\n",
      "\n",
      "Motor Details\n",
      "Total Burning Time: 3.8 s\n",
      "Total Propellant Mass: 1.913 kg\n",
      "Structural Mass Ratio: 0.000\n",
      "Average Propellant Exhaust Velocity: 1891.254 m/s\n",
      "Average Thrust: 952.100 N\n",
      "Maximum Thrust: 1280.0 N at 1.2 s after ignition.\n",
      "Total Impulse: 3617.980 Ns\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ProL995.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Rocket and Aerodynamic surfaces"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For comparison purposes, no parachute will be added to the simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# this drag curve comes from RASAero II\n",
    "Cavour = Rocket(\n",
    "    radius=0.052,\n",
    "    mass=8.219,\n",
    "    inertia=(4.449, 4.449, 0.014634),\n",
    "    center_of_mass_without_motor=1.1994,\n",
    "    power_off_drag=\"../../data/rockets/polito/drag_coefficient_power_off.csv\",\n",
    "    power_on_drag=\"../../data/rockets/polito/drag_coefficient_power_on.csv\",\n",
    "    coordinate_system_orientation=\"tail_to_nose\",\n",
    ")\n",
    "\n",
    "Cavour.set_rail_buttons(1.0954, 0.005400000000000071)\n",
    "\n",
    "Cavour.add_motor(ProL995, position=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "NoseCone = Cavour.add_nose(\n",
    "    length=0.52,\n",
    "    kind=\"vonKarman\",\n",
    "    position=2.7224,\n",
    ")\n",
    "\n",
    "FinSet = Cavour.add_trapezoidal_fins(\n",
    "    n=4,\n",
    "    span=0.1,\n",
    "    root_chord=0.2,\n",
    "    tip_chord=0.07,\n",
    "    position=0.2104,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Cavour.draw()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Flight Simulation DATA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "test_flight = Flight(\n",
    "    rocket=Cavour, environment=env, inclination=84, heading=133, rail_length=12\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Apogee State\n",
      "\n",
      "Apogee Time: 22.519 s\n",
      "Apogee Altitude: 2967.405 m (ASL) | 2817.405 m (AGL)\n",
      "Apogee Freestream Speed: 23.296 m/s\n",
      "Apogee X position: 482.888 m\n",
      "Apogee Y position: -511.993 m\n",
      "Apogee latitude: 39.3840864°\n",
      "Apogee longitude: -8.2821941°\n"
     ]
    },
    {
     "data": {
      "image/png": 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JkEgmCIIgCIIgiARIJBMEQRAEQRBEAiSSCYIgCIIgCCIBEskEQRAEQRAEkQCJZIIgCIIgCIJIgEQyQRAEQRAEQSRAIpkgCIIgCIIgEiCRTBAEQRAEQRAJkEgmCIIgCIIgiARIJBMEQRAEQRBEAiSSCYIgCIIgCCIBEskEQRAEQRAEkQCJZIIgCIIgCIJIgEQyQRAEQRAEQSRAIpkgCIIgCIIgEiCRTBAEQRAEQRAJkEgmCIIgCIIgiARIJBMEQRAEQRBEAiSSCYIgCIIgCCIBEskEQRAEQRAEkQCJZIIgCIIgCIJIgEQyQRAEQRAEQSRAIpkgCIIgCIIgEiCRTBAEQRAEQRAJkEgmCIIgCIIgiARIJBMEQRAEQRBEAiSSCYIgCIIgCCIBEskEQRAEQRAEkQCJZIIgCIIgCIJIgEQyQRAEQRAEQSRAIpkgCIIgCIIgEiCRTBAEQRAEQRAJkEgmCIIgCIIgiARIJBMEQRAEQRBEAiSSCYIgCIIgCCIBEskEQRAEQRAEkQCJZIIgCIIgCIJIgEQyQRAEQRAEQSRAIpkgCIIgCIIgEiCRTBAEQRAEQRAJkEgmCIIgCIIgiARIJBMEQRAEQRBEAiSSCYIgCIIgCCIBEskEQRAEQRAEkQCJZIIgCIIgCIJIgEQyQRAEQRAEQSRAIpkgCIIgCIIgEiCRTBAEQRAEQRAJkEgmCIIgCIIgiARIJBMEQRAEQRBEAiSSCYIgCIIgCCIBEskEQRAEQRAEkQCJZIIgCIIgCIJIgEQyQRAEQRAEQSRAIpkgCIIgCIIgEiCRTBAEQRAEQRAJkEgmCIIgCIIgiARIJBMEQRAEQRBEAiSSCYIgCIIgCCIBEskEQRBTBJ7nEQ6HwfO81KYQBEGc8SikNoAgCIIYCc/zoiiORCLw+/2IRCLgOA4qlQo8z4PjOCiVSshkMnAcB47jpDabIAjijIFEMkEQBANEIhFEIhGEw2GEw2GEQiFEIhFRLO/cuROzZ8+GzWYDz/Nobm6G3+/HvHnzxHXIZDLxJYhmEs4EQRDpQSKZIAgixyQKYuElCGIA4DhuhOCVy+WQyWSQy+UjRDDP8+I6Y4UxCWeCIIj0IJFMEASRRYSQidEEsfB9rCAGkJKIFZaN/U3suhOFs7Ct2H9JOBMEQYyERDJBEESGiI0hDoVCE3qIhfeZZiLhHA6HRyxPwpkgCCIeEskEQRBpECuIY+OIBUEcK1Tlcrn4f6lIVzgnimYSzgRBTBdIJBMEQUxAbNhC7EtIrGNNECdLMsI5VjyTcCYIYjpBIpkgCCKGsQRxZ2cnFAoF8vLyRGF4JpZeS1Y4nzhxAnl5ebBYLCScCYI4IyGRTBDEtCVWEMfGEUciEfF7QfA5nU5oNBoUFxdLbHXuGU049/f3Q6fTwWw2x8Vex95AxMY5J/6eIAiCdUgkEwQxLRAEsSCKxxPEo3mISeDFE1uVI/Yz4V9hjAGQcCYIYkpCIpkgiDOOREEc25xD+P5MDpmQiolCNQTRLCxDwpkgCJYhkUwQxJRmLEEcW3YNAAniLJDMOE5GONP+IghCSkgkEwQxZRCEb2wMsSCII5FInCCLFcUEWyQrnIXvYz3NJJwJgsgVJJIJgmCSREHs8/lEISWETcRWUlAoFFkVTiTKskuicI59CiCU2kv8nuM4KJVKEs4EQWQFEskEQUhOoiCOjSEWvtu5cydmz54Nq9WadUFMSM9oSZOxwrmpqQl+vx9z584ljzNBEFmBRDJBEDlnrKS62Dji0dokx7ZzloJYkTbdkWIsEgVvbLKfEHIT29wFwKjxzSScCYJIBhLJBEFklURBHFtTF4gvJUYxxEQqxAreseKbhWNvtHh1Es4EQYwHiWSCIDJGYlLdRIIYoFhfIvNMJJyF4zR2udGeXNCxSRDTGxLJBEGkxWgxxIIgjk2y4jgOcrlcfJ8uUgsWqbfPIlKOSWJYxUQk0247cXlqt00Q0xsSyQRBTEiiIE6sRRwrQDIhiMezgyAyRTLCOVY8k3AmiOkFiWSCIOKIjeMUXn19fVAoFNDr9QAy6yFOFhIiRC5IRTj39fVBp9PBZDKRcCaIMxASyQQxjRlNEAse49iQic7OTpjNZpjNZrr4E0yQy6cKYwnntrY2FBYWQq/Xk8eZIM5ASCQTxDQhVhDHJtYJjTmEsInR2jezUnNW6nALqbfPEiyMhZTHI8dxcYmowOge58TzKjZBUOq/gSCI8SGRTBBnIIIgTkyqS0YQj7dOKSExwR60T0ZvejJeqEZsy20SzgTBNiSSCWKKkyiIE5Pq0hHExEhozNhC6pu2ZG2YSDgLollYhoQzQbADiWSCmELE1ngdTRALJIriySI8WpYaFmwg2IEF4ZiODckK58Q6ztRumyByC4lkgmCUWEGcGEMshE3EJgRRt7ozn9ibBLphkJ5M7oNUhXOsp5mEM0FkBxLJBMEAiYI4No746NGjqK+vh0KhEC+GCoUipxdEFjzJJADYQurjIdVmItkimzYkCufYMRcq0AwNDcFut6O2tpaEM0FkGBLJBJFjBEGcGEMsXPSEC6EQi9jX14eZM2dCqVRKaTYB6YUhEY/UAjDXx8NoSYI+nw+Dg4Oora0V55DY5RLjm0k4E0TykEgmiCyTmFQXWxoqthZx7MVMgBVRxoInGWBnPIgoJLbYGIPYBD8gPkxDmHtGE86JdZwJgoiHRDJBZJDxBDFw+hGxcIECxr/IjvaYdbpCF3EiFhbOCRZsGI2J4psThfNoVTVIOBMEiWSCSJvRkuomI4gn2paU0MWSxoBFWNgnUtuQbGz2RMJZmM8SK2okhmlI/fcSRC4hkUwQSZCYVDda6TXhAiKXy8X3mYCVi5LUQp0VG6SE53l4vd5pPw6swMJ+mEwCYzLNTxKXp3bbxHSCRDJBJDCRII69sGRaEI8GC/HAdBGUhkAgAKfTCafTiUAggIMHD4rJWQqFAkqlEi0tLbBYLDCZTOLxmAukPial3r7AmXZuJCOcY8UzCWfiTIZEMjGtSawyIbwikQgOHjyIuro66HS6nAni8eyUGqltONMvuuFwGC6XSxTFTqcTPp8POp0ORqMRMpkMtbW1KCsrg0wmw+HDh+HxeDA4OIiWlhYEg0EYDAaYzWZYLBaYzWYYDIYzetzO5L8tWXJRCi8Z4dzR0QG32436+noSzsQZA4lkYtowniBODJmQyWRwuVxiTWIpYeHCwoINgPRCPVPb53kew8PDcYJ4eHgYSqUSJpMJJpMJpaWlMBqNYum/bdu2Qa/XQyaTQalUQqfTQaFQYP78+eB5Hj6fDw6HAw6HAx0dHTh69CgAwGQyxQlnjUbDzP6c6rBQq1kqGxKFs8/ng8fjEZ98xeZojJcYKPX4EcR4kEgmzkgEQZzYmEPoVJc4cY82WbMQ5iDAgh3p2ODZ+3+Q6axQ1SyDTKXLglXsIwjYWC+xy+UCABiNRphMJlRXV8NkMkGtVqclGjiOg1arhVarRXFxsbhdt9sNh8MBu92O5uZmuN1uKJXKONFsNpvTrsEtpcCZqufEmWgDED+njudxju0cmCicJ5vgTBCZhkQyMeXJhCAeDVYmahbsSMaGsKsP/mMfQLfkWvEzx2v/g1B3AziVDtqzPwHTpfdDWTQjazZkk2RvmoLBYJyH2Ol0IhQKQa/Xw2Qyobi4GDNnzoRer896LLvRaITRaER5eTmAaEiH0+kUhXN7ezu8Xi90Op0omC0WC4xGY07jm9NF6mOCbIhnNDsmCtUQRLOwDAlngiVIJBNTikRBnJhUl64gHg1WPMms2DGeDZ7dz2Pw6XuAcAiauZdApjUBADQz18DrdyM81A7PR/+EZ/dzMK2/D6ZLHwAnT336YWEcYgmHw3C73XGC2Ov1QqPRwGQywWq1oqqqihnRKZfLYbVaYbVaxc8CgYAomvv7+9Hc3IxQKASj0RjnbU4U9aztCylgYQxYCPlI1Q4SzsRUgUQywSyxtTsTBXEkEhm1EH6mJ00WLoIAO3YkwvM8nK//CM5//RgAoKxYiIjXLopk66d+Dsv1P0Pg5G4433gYvkNvwPmvn8DftA35X3oKMq1ZSvNTgud5BINBdHV1iYLY7XZDoVCIccTFxcUwGo1QqVRSm5s0KpUKBQUFKCgoAHC6zJwgnNva2nD48GHIZDJRMJvNZvFJjVSwIg6ltoGVuWGy+yNZ4Sx8HyuYqd02kS1IJBNMECuIY5tzCF5j4LQYFpLpcpHRzcIFiIWJf6yxcL7233C+8VMAgPGSe2G+4jsjPMQcx0FdvRQFdzyD4V3PYujpe+A/vhm+xk3QLbwyJRtyid/vj/MQ2+12Mb7YZDKhsrISJpPpjEuE4zgOOp0OOp0OJSUlAKKdJN1uN+x2OxwOB44fPw6fz4f9+/fDZrPFiWepE11zCQvzA8DGHJGNm5ZE4Rw73okJ1wAJZyLzTJ/ZjGCGREEseIgjkQj6+vrgcrlQXV0tTnK5EMSjwYpIBti4GCfa4N76hCiQLdf+CMYLNk64Dv3S66EsmolA666UBPJYNmSKUCgUl1TndDrh9/vFOOLCwkKo1WrIZDLMnj07KzawjEwmE73lAps2bUJlZSV4nofD4cCpU6fg8/nEMnTCSyhfd6YitQhjxaOey1J0sf8fTTjv3r0b8+bNg1arJeFMTAoSyUTWiPAROPw+mFWaETHEwmQmTHDC5BUKheD1etPOts8krEykLNiRaEPg5B4MPXsfAMC04VtJCWQBVcXZUFWcLb6PBDzgFBpwORJSglc01kvs8XigVqtFIVheXg6j0RjnFfV6vSM6kE1nOI6DyWRCXl6e+JnP5xO97j09PTh27BgikciI+Gah9vhkYPHGcbraAEhnx2jCeWhoSLRHuNbELpcY30zCmRgLEslExojwEfy7vREvnTqMTd3NaHEPYbYpH+9f8AVREP+8cSvqjXm4tGQm9EoV02XXWLGFFTtibVAUz4L2rCuAcAimS+9Pe51hexf6fvcZaM+6HObLHsiEmXEI8bWxgtjtdkMmk4nl1+rq6sTya8Tk0Gg00Gg0KCwsBHC6HrRQv/nkyZNwOp1QKBRx3maz2ZzW+LMgbMiGKKx4tIGoLYIQjv1M+Fdw2owmnBPrOBPTGxLJRNoI8cL+YAB/Ov4RftW4FSfcg3HLqGUK8W49wvP4ddOHcIb8sKq0+FLdMtw9czVMytMXR47jJE8IioUFcQpIb0fixUKm1iPvtseBkH9SFxJf0xYE2/Yi2HEAmllroa5dkbQNoxHbxll4hcNhURCXl5fDZDJBq9WmbDddMFOH4zgYDAYYDAaUlZUBiM4bLpdLjG/u7u7G8PAwNBpNnLfZZDIxH98s9Xkp2MDKscmCHYlxygITJQYmCufRqmqQcJ5+sD0DEcwwWlKd0E3pM9v/iTd7mgAAJqUa15XPx8XF9VhgKUap9nQ8YigSxufrluL5tkM45XHgJ0c/wJ9P7MaPzl6PT1UuAMDGJCvAigeXlTHheR4R/zBkaj2Aj+1Saia1Tv3S6+E79AY8u57FwF++iOL/2gqZxjiuDQLjtXE2mUzIz89HbW0tDAbDGR0TKxXpnhuxVTIEgsGg6G0eGhpCa2sr/H4/jEZjnLc5dl+yIg6ltoGVcRC8t1IzlkgejYmEs3Ddi11utDANFsafyA4kkokRJCbVJdYijp0w5HI5Pl11FnYOtuMbc8/HzTWLYVCMXv5KLVfg+wsuxoPzL8TLHUfxg0Pvock9gC/sfAFvdzfh54suZ0aYAtJf/ARYGBOO4wCeR9//XgmZsQDW638Kha0iI+u2fvoX8J/YgfBAK5yv/xiWa344Yhnh5kzwPrpcLrjdbqhUqjHbOBNTB6VSifz8fOTn5wOIzkF+v1/c311dXWhoaABwus220ARFSpEo9XnJEiyJdSD9+Xsi4ZyYlzCWt5mFsSAmD4nkaU6qghgA/JEw2jx2zDBGL2jXVUQ9x1aVNqltyjkZri6fhw2ls/GLhi348ZFNeLH9ML46azXyGRCEAiyIUwEW7JA3vY1A60fgVHpw8swJUZnWDOunf4H+314H1/u/gW7FDQjb6uI8xC6XSzxG8/PzJ93GmcgM2Rp7juOg0WhQXFw8aptth8Mhxjq3t7ePiG/OZZ1qqY8/lsQpK3YAmd0vyQjnWPFMwvnMgUTyNCI27ir21dPTg1AohOLi4rg4rNFO6uFQAJ/a+g80OPvw1gW3o9ZgA8dxSQvkWFQyOb4x93ycV1CNkx475pmL0OvvZUIQCrBgCxMTayQE9Y7HAADGS74Kubk4Y6sOBoPwFC9BZMZFkB1/Byf/8AW0n/dDGIxRD3FJSQlmzZqF48ePo7CwUIxtlQIWjofpCsfFt9kOBAIwmUyw2WyicO7s7ITH44lrsy3EN7PQ8TAbsHJMsmZHtkM/khXODQ0NqKioEEOFSDhPLUgkn6GMJYgTC7BzHAePxwO/34+KivEfn/vCIdyw7Wls7muFSaFGt9eFWoNt0rauLqjCalSJNnUEhqG2d2OBJXNCLB3Ik3waWeObkDnaITPkwXjhXWmvZ6w2zlqtFuaVd8PYug06WQjnnD0Tqrz445GFeEfWkPICK/UxCYzfZtvhcGBgYCCuzbYgmi0Wy4g22+nAiveUBRtYGQspj8vRhHNPTw+Ki4vjhLMwVuRxZh8SyWcAgiCObcwhCGLh+/E8xMmIj1Akgls+fBbv97bAoFDhxTWfw7K88oz/LS1eO+7p2Q7ZwEd4Y+1tmGHMm/hHWYIVkSz1hMlHIuB2/BEAYLxgI2RqQ3K/43l4PB4xhnisNs4mk0mMIw5UvAdl8SxwMva8flLvByI5xmuz7XA40NHRgSNHjoDjuDhvs8VigUaTWiIqC/MDKwlzABvnSK48yckyUTk64ZoNjF5RQ/gdC2M7HSGRPMVIFMSxzTmE7ycKmUhEJpNNONl/+8Cb+FfXMWhkCvxz9Q1ZEcgAUKDWwypTo8nvxNWb/4b3L/oi8j+uppBrWJmUpBbr3oOvgxtoBq8ywHDeF0ddRki0Sowj5nleLL+WTBtnVenccW1hQZQQbJDsscBxY7fZFoRzU1MT3G431Gp1nGiOvYEbb/0Ee55kFmwBRr+JmShUQxDNwjIknKWDRDLDjCWIYzvVAUhJEI/GRCLsydZ9+E3TDgDAH5ZfjTWF1SlvI1lMCjV+mL8Y/+U6gBPuQdy8/Vm8dN5NUErkWWRFlElpx/D2vwEA/POugUwbLdsV28ZZeAUCARgMBhiNRhQVFWHGjBnQ6/VpeXQiAS+Gtz0B/epbIUsj3j1bsHI8sILUF+l0tx/bZlsIMxOOaUE4t7W1wefzQa/Xxwnn2DbbLBwPLIlTVuxgiWTHhYQzm5BIZoTYmoxCuStBEEcikbgTKFYUZwKOG7uBR5iP4LGPBfIDc87DJ8vH9/RlwhaLTIWnV38GF777R2zpP4n/2v9v/GzR5VndbiQURsjpQ9gbQMQfQiQQgqLHh2DAAU9ABZlGCYVJA7l2ZJfAbCP1pGe99U84+a/fwGGZhyNHjohtnDUaDUwmEywWCyoqKjKaHNX36ysROLEDfDgE00V3A5B+HIgzG4VCAZvNBpvtdJ6F3+8XRXNvby+OHz+OcDgslqGLRCLw+XwwGo2SlqFj4dxgzQ4WbAEmNy7JCmfh+1jBTO22MwOJZAlIFMSxIROCWI0N4FcoFFk90MfzJMs5Gf699nb8vXUvvlC3LGs2JNoy21SAPy6/Bp/Z9jR+3/wRzi2oxlUZEuhhXxC+jiH4Ou3wddnh73Mj5PSOWE4NwI9BtOPEafsUMigtOqiLzNCUmKEpsUBTYgYnz278W668I6O1cXa5XOCsyyGXy2H7uOWwyWTKapkt/aqbETixA653/hfG874ETkkto4l4cnFOqNVqFBYWxrXZFuLsHQ4HIpEI9u7dC7lcHudtTrfNdjqw4jklO0Yn1smVCRKFc+zfm5iYD5BwniwkkrPMaILY4/FgYGAAhYWFcUkGuRDEozFRuIVOocSX6pfn3JbLS2fhvtnn4mcNW/C/x7bjk2Vz0h6boMMLV0MXhpt64G0bAtKcSPlQBIF+NwL9brgOd0RtVsmhq86Hvq4QxpnFkOsyKx6zGZM8WhxxJBKBwWCAyWgQ2zj39/fD4XCgtrY2K3Ykol/2aThf+yHC9k4M73oGhlU3AWDvAkhIixRzpV6vh16vR2lpKdrb27FixQrwPA+HwwG73Y7GxkaxzXasaM5mm20WRA9LnmRWkvaA7I9L7LonEs7BYBD9/f0oLy8n4ZwkJJIzzFhJdbFxxF6vF83NzSgpKWHiwBxNhG3pa8VBew++VL8Mci53E06iLf81dy30ChXuqF+R8lhFQmG4G7rhPNgOT2v/mMvJNAooLXoorToodGrI1ArI1Ap0d3VBo9LAZDAg7Aki6PQi5PQiOOQBHz4dnsIHwhg+1oPhYz3o/fch6GsLYFpQDsPMInAZmKwzdYyEQqERbZz9fr/YxrmgoAB1dXViPU/39r/D/fyj4C+6G1zpmpwKVE6hguGCjXC8+C243v4V9CtuZOJcIU5DNyynBZnBYIDZbEZlZSWAqBgR4ptj22wbDAZRNCe22Z6MDaycGyzYwdJ4SFVpYyzh7Pf70djYiNLS0hHjJAhmarcdD4nkSZAoiGNrIMY+8og98IBo7BtLJ3KiMPWFQ7h79ytodg/CGw7ia7PPlcwWpUyO/5y9JqV1hH1BOPaexNBHrQgP+0d8r7TqoK8tgKbMCk2pFUqLdtR90XHQA4XZjPyPL3wCkVAYgT4XfF0OeNuH4GnpQ9gT+PhLHsNNvRhu6oXCqIF5cRUsCysn7V1OVZBEIhEMDw/HCeLh4WGoVCqYzWYYjUaUlZWN693y7PwHgp2HEbZ3gSvL/bFqWH0LnG88jFDPMfgOvQFwmWmDnS6snK9EFFZE+mjHhVKpRF5eHvLyTpew9Pl8ordZaLPN87wY3yyIZ6129PloLFgZB1auaazYAbBVaUO4tsaWo4uNbxa0DAnneEgkJ0lsIfBEQSx8HyuIgbFPjPES5aQgUZj+9OgHaHYPolhjwOfrlubclrGI8DweP7Ebl5XORKnWNPL7QAhDO1swtOMEIoFQ3HdKqw6mBeUwzi6BKi+5Or9jhTnIFPKPY5EtsCyuAs/z8HU54G7ogvNwB8LuqDAPuXwY2NSIwe1NsC6phnV5bVpieaJJied5+Hy+kXHEHCdm8NfW1optnJMhNHgK/uObAQC6ZZ+C05P7i7FMa4Lh3NvheusRON/+JXDJz5kRBEQUqS+YUm8/leNRo9FAo9GgqKhI/O3w8DDsdjscDgdaWlrgcrmgUCjivM3JtNmWehwAdsQpK3YAbIlkYOTYTJQYmCicR6uqcaYLZxLJo5BYZWIsDzHHcWI2fyoHSTZjTNMhtk7ycdcAftm4FQDw04WXwaxMrbj+ZBlvbP5z7+v404ld2NTbgr+uul78nI/wcOw/hYHNx0d4jg2zi2FdWgNNuTXlEznZ/cRxHLSlFmhLLchfOxue1n7Y95zE8PGeqH2BMAa3N2Nodytsq+phXV4DmSK1KhCxdgQCgRFhE6FQKBpHbDKhtLQUJpMJOp0u7cnL89EzAAD1zPOgsFWA83aktZ7JYlx7J1zv/SZaei408qlArmHpvCXYYDKVCwwGAwyGaOw/EO1I6XK5ROEstNnWarUj4puFaw8ropDsGAlrIjmZJMKJhLMgnmOXj00OPNOE87QXyYlJdYm1iGMPmHQE8WgI4ouVkzlWDH7nwFsI8hGsK56BK8vmSGpLIp+vXYonWnbj/zqO4F+dx3BZ6Uz4e5zo/tcB+LscsSuB+exyWFfUQWVLvxFJOvuGk3HQ1xZAX1uAwNAwhnacgGN/GxDhwQfCGNjUCOf+NhRcNAf6GUUTbkM4HgcGBjA4OAin0wmfzwetVguTyQSbzYbq6moYDIaMlV/jeR7DO58GAOiWfSbu81wjNxej9L8bIDfkoefQoZxvn2AXFubPTJ8TcrkcFosFFotF/CyxzfaJEycQDAbFNttCOUapx0Pq7bNmB4C4alUskG5S40TCORwOj1j+TGm3PW1F8t///ncoFApcdtllYmJdNgTxaMTGA7Fw0AjCdFNvC17vaoSc4/A/Z62TxLbxRPJ8SxHumrEKvzq2DQ/u/TcWHQ3C+dHJuEoVhlnFyD9/VtIhFRMxmYugyqpH0aULYFtdj8FtTXDsOwXwQNDuQefzu6GryUfRpQugtOjEbY0WRwxEJ9vCwkKUlJQk1QVsMgS7jiLUcwxQqKFbeCUAaSd5ueF0XCd5cgnWyPa5MVqb7dj4Zq/Xi5MnT6KtrU2sWy6EaYzX3TLTsHJusnJdBdhskZ2psUlGOMeKZ0E4KxQKZsYjGaatSN66dSvkcjkuvfTSnJdAGa1Mi5QIMdLfOfAWgKjHdqYpXzJbxhuXB+aej23HGvCfDcVwBlrFz1V5BhRetgC6CtuYv820LcmiNGlRdOkCWBZXofftI/CeHAAAeFr60fLHTeDOKoArj4PL7RYTeUwmE6qrq2E0GtHY2Ij8/HzxkWy28e5/GQCgmX0hZDGx31Ifr5yrC3A2A1VVktpBEIB05wPHcdBqtdBqtSguLobH44HNZkNeXp4YptHc3AyXyxXXZlt4ZesGmxVxyoodAJvhFtkUqMkI50w98cwV01YkK5VKBAIBSXYYiyIZAP53ySfwoyOb8F9z10pqy1jjwvM8Qge68OiJWsiEG1Q5h7zVM2BdWZtynO9kbEmVYDCIYUUIoVVFCOQB8sODkPt5IBgBv7sH5jIj6tbNh7HQOmISy/Vdt7p2JXRLr4d2QXa7HKaC9+C/YHzqBsBWDX7VlZI95SBOI7UYYW3+lArhEbrRaITRaIxrsx0b39ze3g6v1xvXZluIb87UHCP1WADSH5exsCaSpRibWOHMUsGCZJm2IlmlUsHtdkuy7cTyK1IjHLxnW0vw9DmfmfgHWbYFGHkyR4Jh9Lx+AK4jnRCm8+MqDw4sN+C/zp2RVVtSJRKJwO12x4VNxLZxNs0phWFRPfwfdcB1oB0AEO5woe/p3VB8YiH0dYUj7MjlsaKZtRaaWWsltSERdf05gFwNbuAE/M3boKk/RzJbCHYgkT42CoUCVqsVVqtV/Cy2zXZfXx+ampoQCoXEMnTCS6/Xpzy2rIhTVuwA2LIFyHz3v1SILXwwlZi2IlmpVIp9z3ONcJCyclcV4iPMHLyjieSg04vO53fB3+0Ul3PPseD35n48MDt7nQCTEYY8H21TGyuI3W435HK5GDYxZhvnDfkwzipBz78OIOz2I+INouOZj2BbXY+8NTPByUY+spquyLQmBOsvgqrhVXh2PEUimWDmnJBaBKUixCZqs93W1obDhw9DJpONCNPQaMavdMSKIGTFDkBaUToa6SbuTWemrUhWqVQIBoOSbJulcItAJIz1O57EXF6PeYElsKhyW/ItkcSx8XYMofP53WJpN04lR/EVZ8M4qwQvIftCKXEfjdvG2WRCRUUFTCZT0g0BDPWF0H7hPHS/uh/DTb0AgMFtTfB12lFy9WLINcqcTrLubX+BqmoplKVzR9TTlPp4Dc2+IiqS97wIy3UPQ6ZOv3JJukg9BkQ85EmenCjkuPg220BU2LlcLlE4Hz9+HG63W2yzHfuKbUTEijhlxQ6APVHK0thMFaatSFYqlSSSATzVug9Nw0Polw1DJZM+oD52bIabe9H54h7wwWgAstKiRel1y6AuMObEFiGL/OTJk3FtnPV6veghrq+vh16vn9REKNeqUHrdUgztOIH+9xsBnoentR9tf92K0uuXibZkm7B7AEP/+CrAR1Dy3w1QWEqzvs1UCJecDd5cDjja4d3/MvTLb5DapGkNC/MXC5xpoiPWiywQCoVE0exwOHDq1Cn4fD6xHbfZbBZLp0oNS0KQJVsA9jzbU4FpLZIDgYBk249t4CEVYT6CRz5uHHK9rhI6RfbKiqWK63An+t44BESiY6SttKH06iUjOtYN+D34f8e2wRMO4qcLL0t7e2O1cZbL5eC4aOe68vJyGI3GMds4TwaO42BbWQdNqQWdL+xGxBtEYGAYp/6yFbLFeeANmSlpNx7+hvcAPgJlydwRApmJiZXjEJl3JeTbfoPhHf8gkUxIitTzt0AuhJhCoRizzbbD4UBPTw98Ph/27t0b52m2WCwpt9meLCwJU5ZsAaT3bLM0FskyrUWyVDHJABuZnq92NKBleAhWpQbrNCWS2iLAcRz03SH07TgofmaYXYziTywctXpFs3sQjzRuhZzj8OX6lagxWEcskwjP8/B6vWK4hMPhgNvtFsWw0MZ5cHAQADBr1qzM/YEToKvMQ+Ut56Dz2V0IDLgR8QYh39aNMBRAdXa37T36NgBAM/fiUb9nQRTw8z4BbPsNAq27EPHYIdNZpDaJkAgWjkdA+gu/VEIssc32pk2bUFdXB47j4HA4cPLkSRw8eBAKhWKEcJ6ozfZkYEmYsua5ZWFspN5+qkxbkaxSqST1JEsd48nzPH51bBsA4NaqRVDb2Yibcuw5CevJ02Ew5kWVKFw3Py6JLZbleeW4qKgO7/Q043+Pb8MvFm0YsUwgEIjzEDudToTDYTGOuKysbNQ2zk6nU5KQHJVVj4qbV6Pr//bA09IPjgfCW9thN1pgWZSdGsF8JALfkbFFMgsTG8dxgKkU+Xc8A3X9OZBpchN2E7d9Ig6px4SFmGSpx4AldDodbDYbysrKAERFotPpFD3OXV1dcW22BdEc22Z7srAgBAVYsgVgT7RPBaatSJYyJhmQXiRv7z+FXYMdUMvkuL16MU7sPTjxj7LM0K4W9L99VHxvW12PvPNmTnhS3zvrHLzT04y/t+zDA7PWQB2IxAlin88HnU4Ho9GI/Px81NbWwmAwTPjYScp9JNcoUfapZeh54xCc+9sAAL1vHELEG4R1VV3GJ7pgx0FEXL3gVHqoa1eNugwLnjue56Gdf6nUZhAMwMLxyAKsCLHR7JDJZCPabAeDQVE0Dw4OoqWlBcFgUIxvFjoGGgyGtP4uVsYDkD68IRHW7JkKTFuRLGV1C0D6mORHj38IAPhs1dko0hjQ/HENQ6kmF/uek+h764j43rSiekKBLLRxrguqMEdrxVHvEL793vO4xTxDDJsoLS2F0WhMq8uU1DcynEyGossWwD7shKzJAQDo39SISDCc1M1DKgheZPXM88Ap1SNtYeSikwgfDoGT524aI2HGFix4kqWGFVGYrB1KpRL5+fnIz88Xfxcb39zR0YGjR6POEqF+syCck2mzzcp4AGzZApAnOR1IJEuE1DHJP190OWYY83Bj9aIxG3jkCtfRLvT++5D43lmmQNmK6hGtLX0+H1wuV1z5NQAwGo24rWg+7m/djDdDvXhkxWdhGEXopQoLkwnHccCCfHBaFfiDfQCiJeLAccg/b2bGtuM79gEAQDPnojGXkVoUxO4Pz/5X4PzXT6CZuw6WKx+U0CpiusPCPMEC6V4/EttsC+tyu91wOByw2+1obm6G2+2GUqmME82jtdlmSZiyZAtAnuR0IJEsEVJ7KYu1RnxvQTT2VIjNlsIeT2s/ul/ZJ763rqxFJ7oRDocxMDAQFzYRCoXE8mvFxcWYOXOm2BnqbD6C3/YdQsvwEJ48uR//UZ+ZJiNSC0MgeqzI5uTBVlyIvrcOAwAGtx4HxwF5azIjlAvu+Cf8rbugLBq9eyErE724P4J+BNsPIOJzwvyJ7zBj33SChXNDSliJSWZFiGXyeOA4TmyzXV5eDgAIh8NifLPdbhfbbOt0urj45nA4zMR4AOzsGwHW7JkKTFuRrFAopnW4RSxS1W32dTvQ8fwu8OGoR11eZ0VvQRiRXh67du0S2zhbrVZUVVXBaDSOmdwh52S4f8552G/vwoVFdRmxT+obmVh4nod1aTXA8+h7OxqWMrDlOCDjkHfO5Ntyc0oNNDPOndAGKYmd3DULLgOn0iHc34rgqb1QVS3O6faJKFKHO9A+YWscsmmHXC4f0WY7EAiIorm/vx/Nzc0IBoNQKBQ4cuTIpNpsZwLWwhtYs2cqMG1FMgvVLaQIt3iydR+ebzuMr85ajfMLa0RbgNyIIKENqr2rH+6Xj4ILRBuF+GwK8DN0MH3cmOPss8+OmwyT4cbqhbgRCzNmKysiOXZSsy6riQrld6IxewMfHINco4RlSbVE1kmDTK2HZv6l8O55AZ7dz+dEJBNELCzMDSwhhVhXqVQoKChAQUGBaMOxY8cwODgIjuPi2myPFt+cbVi6gQGi9mSqiki6sDQeyTCtRbLQIUiKnSaFAON5Hr9r2ol99i6cV1idE5Gc2MbZ6XQCoQgKjwYg90cFsqrUjLobVkKuih6O7e3tWWnYkSqsnMyJx4p1eS14nkf/uw0AgN43D0OuU8M4J71a14NPfQWcSgPj2i9DkV89pg0sEDsOuiXXRkXynhdgvuoH4CjWjpAAqc8NVoQYC3ZwHAelUgmdToc5c+YAiHpP3W437HZ7XJtttVodF9uc2GY7E7AWAxyJRJi4tk4lpu1oseBJzrVI3j3UiX32LqhlctxUvSjOFmDyIjkUCsUl1Y3Wxrmurg6ut45h2NUDAFBadKi4frkokAV7JmPLtr6T+H3zR3hw/oWoNdjSXg8rnmRg5L6xrahD2BvE0PZmAED3K/sg1yqhq85Pbb1BH4Z3/gMI+WFY88WUbJAa7dxLwGmMCNs7EGjZCXXdSqlNInKI1KKMlfNB6nFg3Q7Bi2wymcTPhGuVIJyFNtt6vT5OOBuNxkmJXFbGRIA1e6YC01Yks9BxL9eT7J9P7AIAXF0+D3lqXZwtQGqTvnB3Hush9ng8UKvV4oQ0Whvn/k2NGD4WFcgylQKl1y0d0Wp6smPz04bNeKenGeU6E/77rHVprwdg40I41njknz8L4WE/nAfawYcj6Hx+N8pvXAlNsTnpdftbPgJCfshMxVAU1o9rg9Qk2sApNdAuuByej/4Jz/6XcyKSWTgeWIHGIgoL5wYLsCLAkrFDoVDAZrPBZjvtRPH5fKJw7unpwbFjxxCJRGA0GuOEc2LTqcnakktY82xPBaa1SJY6cS+XMcnuUAAvtkUrI9xWuyTuO47jxhWmsW2chZfb7YZMJoPRaITJZEJdXR1MJhPU6rFLr7mPdUfLlwEAB5RctQjqgpFd0yYrkr9Utwzv9DTjry178c25F0CnSL1GcibsyCSj2cFxHIouW4CwJ4Dhpl5EAiF0PPMRKm9ZDaVZN8paRuI/vhkAoJlxblL1R1lDt+RaIBKGZvYFUptCTDNYOR9YEWJTfTyENtuFhYXiejwej+htPnnyJJxO54g222azeczrXiQSYUqUSpm4x8rxkSrTViRPtxJw/9d+GMPhIOoMNqzMqxjXnrHaOAuCuLy8HCaTCVqtNukTLjA0jO5X94vvCy6cA31d4ZjLT2Zs1pXMQKXOjFMeB55vO4SbahZN/KNRYEUkjzfGnEyGkqsWo/3pHfC1DyE87EfHc7tQedNqyFQTn97+lh0AAHX96rRtyCWJ+0M7/9KcdeBjZQxYQupwB6n3idTbB9gYB1bK4QGZE4Icx0Gv10Ov18e12Xa5XKJw7u7uxvDwMDQaTZy32WQyQaFQMLFvYiFPcuqQSJaIXAuwJ1ujAvXGqoVxJ20oFILL5RKzgj0ej9jG2WQypdTGeSwiwTC6XtiDiD8a3mKYUwLLspoxl59seTw5J8PttUvxvUPv4K+teyclkllgomNFppSj7NqlOPXXrQgOeRDodaHr5X0ovWYJONk4HQsjYQRaoyE4qpoVE9oh9Q0DK/uDIADpzwcBVuwA2DlHs2WHTCYThbBAbJvtoaEhtLa2wu/3i/HMkUgETqdzUtfQTMGaaJ8KTFuRrFQqJU3cy2WdZJ7n8anKBQhEQvhEfh06OjrE5Dq32w2VKhoTrNVqUVlZmXYb57Hofesw/L1OAIDSpkfxZWeN7x3NwA3EZ6vOxg8Ov4sdA2045uzHTFNqCW0CrFyAJrJDrlOh7PplOPWXrYj4Qxg+3oP+TQ0ouGDOmL8JdjWA97nAqQ1Qls4dd/0sT6w8zyPYeQSBEx/CsObzUptDTCNYOS+ktuNM9CQny2httv1+P+x2O06dOgWv14sdO3aA5/kRYRqpPI3NBFLXSRZCO6cS01Ykq1Qq8DyPcDgsSUmUbNdJFto4C+ESZzmB78jq0X3kuBg2UV1dLcYRb9myBSUlJXEZwJnAeaQTzv1tAABOKUfpNUsgU0883pMVp8VaIy4pnoE3uo7hyZP78P2PuwumwlQIt4hFlWdAydWL0fHPjwCex9CHJ6DKM8J8Vvmoy0dcvZBbK6AoqAUnm7h2JgtjMZoNkeFB9Pz4HICPQDPvEihslRJYll3C4TAikQh6enrQ3t4u3uTL5fJp6x2S+nhkZdxZsIMlkSx1SAHHcdBoNCguLsbw8DDUajXOOusssc22w+FAS0sLXC6X2GY79iU4rbKB1GMzFZnWIhmI1vGVSiRncpIPBoMj4ohDoRAMBgNMJhNKSkowa9asMTsPZUMQBh1e9L5xUHxftH7+qIl62bLlc9UL0eweQLU+taYkmbYjEyRrh76mAIWXzEXvm9Ekzd43DkJdaBy14oVm9gUo/cFhRAKeCdfLwsVvLOSGPKjrVsPftAXe/a/CeMGXs7atXB0PPp9PvKA6HA643W7wPI/h4WEUFBSA53kMDg7C7/fj7bffhsViiXtl8kkQy7B8XE4nWBLJADt2CDcwE7XZdjgc6OzshMfjiWuzLcQ3Z6oBiNSe5KnItBfJUsUlT0aAhcPhEeXXvF4vtFotTCYTbDYbqqurYTAYcMDZgy2DnbgqrwIG9dgVDzItCPkIj+5X9olxyMa5pTAtGN2jmS1briidjU+Uzk57UmBlMkl1PCxLquHvc8Gx91S0NNwLu1F127mQa0f3UMhUyVXCkPqGYbxx0J69ISciORsIyUAOh0O8aAYCARgMBpjNZlRUVMBsNmPPnj2ora2FzWaDUqkEz/MIBAKorKyE3W6H3W5HZ2cnvF4vDAZDnGjORlteqY+H6b59AfIkx8NSw4zxPLfjtdl2OBwYGBhAc3MzQqEQjEajKJoncz6TJzl12DiSJEDwtEglkpMtASd4j2IbdLjdbigUCrEecXFxMUwm06jeoz+f2IW/tOzFfnsX/t+ST4y5nUyL5KEPm+FtGwQAKExaFK6fn/RvM2WLbJITNiue5HQmw4KL58Lf7YSvy46Qw4uul/eh7FPLTtfEjoQBTpb0ulm4+AFjCxPtWVfA/vx/wd+8DWFXP+TG9GLQc4HQhVK4GLpcLsjlcrFtbllZ2ajeo7GeAAnzQGVlpbh+QTR3dHTgyJEjkMvlcaI5G93FpEDq41Lq7QNsiWQWYGE8BFK1ZbQ2216vV5wrhPOZ47g4b7PFYoFarU6qjKfUMclTjak/S6aJUNeQJU+yEPAf6yEWKk8IccSVlZUwmUzQaDQTHnCBSBgvtR8FAFxXMb5IzWQioa/Ljv7Nx6JvOKD4yoWQa5J//JtpceoNB/FKRwMuLKpFvlqf0m9ZmfxTtUOmkKPkmsU49ectCHsD8Jzow+CW48hbMxMA4DvyFgb/+h/QLrkGtk8/khUbcokirwrKsgUIdhyE7+hb0C+/IePbSGeCj0QiGB4ejgudEDp7mc1mlJaWZjyBR61Wo6ioCEVFRaINQpMEu92OtrY2+Hw+mEymOOGcjg1T8aKXKaQWHCzCwniwtF8mawvHcdDpdNDpdCgpKQFwupGXMJ80NTWJbbZjRfNojjPW6jZPBaatSBa8NFJVuOA4DuFwGIODg3GiWHjMajQaUVRUhBkzZkCv16d1YL/T3QR70IdijQHnFFRNaE8mRFAkFI7WQ45E12VbVQ9dRWqtoTMtkj+15R/Y1NeCH529HhtnJN+VbSp7kgFAadKi5KpFaH96B8ADA1uOQ1Nmhb62AIGTexDxDIH3TxyPPBkbMslENmjnr0ew4yC8h/6dFZGcDLHloAQvMQDx4iUkx+bSiyuTyUQhLODz+WC32zE0NISTJ0/i4MGDUCqVsFgssFqt4kU2U7GQRPZgQRSyFG7BwngIZCMGOLbNdkVFtOeB0GZbmHeEG2HhZlwQzhSTnDrTViRzHAeVSpWz1tSJbZz7+/sRCoUwMDAgenQqKipGtHGeDM+2HQIAXFM+D3JufJGdKUE4uLUJgX43AEBdbELeuTNSXkemxemGslnY1NeC504dSlkks8BkxkNXnY/882eh//1GAED3K/tQ9YXzEDi1FwCgqky+hjQLNwzjoZm3Hs5//wyBlp05uVAKoVDChUlozS7UGC8qKsLMmTOzEg88WYTs++LiYgCnk4gE4dzS0oJgMBjnbbZardBoNOI6pD4epvv2BVgQhSSSRydXMcCjtdn2+/3i3NTb24vjx48jFAqhoaEBfX19YthVKm22pyPTViQD2auVPFob59i4Q5PJBKvVCrlcjrlzx69Pmy7DoQBe74wKo+sqF0y4fCaEqa/bgcHtzdE3Mg7FG84GJ099gsj0CXtN+Tx8Y9+/sXuoAyfcg6g1JOfZZsWTDEzugmxdWQdv2yCGm/sQ9gTQ/cp+oC3aXCYVkcwC442DqnopCu56Ceq61VmZ9MPhMAKBAFpaWkRRHIlExFji+vp6mM3mKVlZIjaJqKamRpzDhBCNlpYW7N+/X+wsZrFYwPN8VstYJoPUF3ept88KJJJHR0pb1Go1CgsL49psv//++ygqKkI4HBbbbMvl8jhv83htticLK/slFVISySwdfJOF4zgolcqMxCSPFkcciUTE8mujtXE+ceIE/H7/pLc9Fv/qOgZPOIgavRVLrKUTLj9ZQciHI+h5/QDw8TryVtdDXZhezeVMi9NCjQHnF9bgvd4TeK7tEO6fc17Sv2VBJE/2nOM4DkVXnI2Tf9yM8LAfnpY+KCJLoOT+BWX5xDdQmbAhE0xkAyeTQzP7goxsKzFhxuFwYHh4GDKZDFqtFvn5+airq0s7FIp1YmMhS0uj80coFILD4YDdbsfAwAAAYPv27eLFVXhl6wKbiNTnJivXQxbsYMEGAdZsYWV+EErRFRQUiBU1Yivr2O12NDY2im22Y0VzrkPEWEL8q3//+99j3bp1qK6uHnVBv9+P3/3ud/jKV76SK9uyTjqeZKGNc6wo9vv94iPWgoIC1NXVTdiCMtteyibXAOQch2sr5ic1YUy2ucngh83w90S76qkKjbCtrk97XdkYm09VLsB7vSfw7KmD+PrsNUmPidQXYoHJ2qHQqVFy5UK0/2MHACBk+gzURl/S5d8yYUMmyJYNiTVLnU4nwuGwWHqptrZWDK2YN29eVmxgHYVCgby8POTl5QEA3njjDSxevFiMbz5+/Djcbje0Wq0Y12yxWLLajpcVMSQlLIhCFuYGARbGQ4AlW4CR9sS22Raq4wg9FxLbbAslKQXhzEKb7VwgiuQvf/nLsFgseOqpp3DRRReNSNjweDy45557cMcdd2S1I0wumciTLGSmxwri4eFhqFQqmM1mGI1GsVxTqndZ2RZg35h7Pr5QtzQn9gQGhzG4tUlYEYovTy/MIhO2jMUVZbNxz55X0ejqxyFHDxZYiiWxIx0yNcnqqvNhXVWHoe3NAKeAV/kZRPyhpDogsjTRjwfP83D833fgPfQvFNz1EhTWkbW5hW6UsXWJhfbsZrMZVqsV1dXVMBqNcRcBKdvYs4jgbc7PzxcbJASDQTFEo6enB8eOHRPb8QpxzdnuKpYrWJgbWIElMUi2jE0y1S2USmXczTBwurmR3W5HV1cXGhoawPO8GGomCOdct9nOBeLVUa1W48ILL8TVV1+Nb3/727jrrrtgNJ7ujqZUKkVReSZMcEC8SE5s4yyETcTWIa2trRXbOE+WZOskT4ZUyp2lKwh5nkfvvw+BD0f/FuuKGmhKRnZ3S4VsiFOzUoP1JTPxcsdRbOk7mbRIZoFMjkf+mplwH2pE0KVAJGRA71uHUXzF2Un9diqIAo7j4D/xIUI9x+E7/BYM594mNt+JDZ0IBoOiZ6SyshJmszkuKY1ID6VSOaLOq9vtFhMCjx49Co/HA71eHxeiYTAYmDnfUoEFm1kRYizYALAzHgB7JdfSHRuNRgONRiOWlRSSlu12e1ybbYVCIQrmXLTZzgUKYdCCwSB++tOf4jOf+Qxuv/127Nq1C7/85S/FEiMymQzhcFiyusKZZmBgAH6/H4899hh++MMfYmhoCA8//LAYR1xaWgqTyZS1zM9seildQT+MytSEfLr2uI92wdPaDyDaNCTvnNSrWWTKlon49rwL8NCCi6dd4l4snFyGshsvwak/b0YkEILzYDsMM4tgmDn+TQMLF51k94dy9kUItOxE/84X0KBZIE7ewqQtVJGh8mbZh+NOt+MVriWBQCCuQ2BDQwM4jhvRWnuip3NSiyEW5gZWEuak3hexkC1jk6kScBzHwWAwwGAwxLXZdrlconAW2mxrtVoxrnmscF6WEWchhUKBoaEhXHPNNViwYAGuu+46XHzxxfjTn/6Ec889F2q1GjKZbEo+cgyFQti5cyd27NiBnTt3YufOnThx4gSUSiU6Oztx2WWXYeXKlVizZk3OLpzZEmC+cAhzX38Ec0yFeHLVp1GgSc6bnI49YX8Qve8cEd8XXjIXMlVmgvuzMTazTQVM2JEqmZ5kVVYdCi6Zh57XohUuev51ENpyG+S68e/4WRiLRBIL6zscDsBfgEoAslM7UFZcCPPcuWfEY0DW7E/3eFCpVHFZ90LyUGyXQKG1dmxsM4ulqqS2h5VzkiUxSLaMTTYTCWO7egrEttm22+1T0jEhepIFTzEAzJgxA7t27cItt9yCDRs24Kc//SluuOEGyOXyKelJDgQCuP7667F48WIsX74ct912G5YuXYoLL7wQ//mf/4krr7wy5zZlK9zi/d4TcAT9OOWxI0+dfFJWOiJ54INjCLujFTr09YUTeiOzaUuqhPlIzmpHZ4JM2RHx2AGOg2lBGdyNXRhu6kXYE0DPm4dQetXiMX/HykQfiUTQ19cX16xDSD4RngAZly9H766HEXF2w+o6Dk15Zca2z8rxcCYRmzxUVRVteiQkAwodAg8dOiQ+yhWEs9T7giUBJLUdLI0F2TI6PM/n3J7YNtvhcJiZsUgFUSUoFIo4L7FCocBTTz2Fb33rW7j33nvxrW99C36/f8LmGz/60Y+wbNkyGI1GFBYW4qqrrkJjY2PcMmvXrhXLkQivO+64I26ZU6dOYcOGDdDpdCgsLMTXv/71Edt+//33sXjxYqjVatTX1+OJJ54Y1SadToeOjg688sor+M53voN169bBZrNlrU5yMmRLgL3SEW1DvaF0NmQpHJCptqX29zph390KAOAUMhRekrmM/2yK0w6PE5/e+g8s+/dvJtwGKyd0JsfDvfVxdHy9AkPPfA1Fly2A7ON24e6jXXAd6Rz3t7kWJTzPw+Vyob29HUeOHEFbWxt6e3tx4sQJBINBlJSUYNmyZVizZg3OPvts1NTUiOe1du7FAADf0XdzavN0I1vniNDsZPbs2Vi5ciUuueQSLFmyBDabDQ6HA/v370cgEMDBgwdx5MgRdHZ2wuv1Si6ccw2FW4yEpbJrLHW4E44VVsZmqiA+G08MpeC4aNvk+++/H4sWLcLdd9+d1Ao3bdqEjRs3YtmyZQiFQvjmN7+JdevW4ciRI9DrTz/6/+IXv4iHHnpIfK/TnfZ6hsNhbNiwAcXFxdi2bRu6urpw8803Q6lU4n/+538AAC0tLdiwYQPuuOMOPPnkk3jnnXfwhS98ASUlJVi/fn1StqpUKsk849kQgqFIBK93HgMAXFk2J2v28DyP3rePAB8vbjtnBpSW5L3WmbQlVWxqLT7obcFwOIi9Q11YbBu7hjQrnuRMTrLBzsMAAIWlDAqDBoXr56P7pWj3vZ5/H4K20gaFQZoEttjSQ0LlCQBiBnV+fj7C4TAWLJi4trN69gUY/vDv8DW+l22ziRyQ2Fqb53m8++67KC0thd/vR2trKw4ePAiVShUX12w2m7MmCliYG1iwAWDHDoA9W1gTyazYM1UQRfLcuXNHZCHK5XKEw2FccskleOutt/DII49MmAH+xhtvxL1/4oknUFhYiN27d+O88043cdDpdGJL1ETefPNNHDlyBG+//TaKioqwcOFC/OAHP8ADDzyA733ve1CpVHjsscdQU1ODn//85wCAOXPmYMuWLXjkkUeSFslSepJT9dwmw/b+UxgIeGBVaXFOflVKv01FEA4f74H3ZLSZgNKig3V5Tcq2ZsqWVNHKlVhXMgMvth/Byx1HxhXJADsTbqbsCHZERbKyNOr5N84pgbuxC+6GbkR8QfS8cQil1y4ZMZEK7zM16fM8D4/HExdLHJvkUVhYiBkzZsS1dG5tbcXw8HBS69fMugByWyVUlYvBR8LgZJOPhaOLCzsI+yI/Px9mc7SaTjgcFmMfh4aGcOLECYRCoRHNTjJZxYSVY4IFO1iwAWDLk8ySLUJ4p1T2CFEDUw2FMGBbtmwZdQG5XA6e51FRUYFf/OIXKW/A4XAAQFxPcQB48skn8fe//x3FxcX4xCc+ge985zuiN3n79u1YsGCBWG4EANavX48777wThw8fxqJFi7B9+3ZcfPHFcetcv3497rnnnqRty1THvXTIhhB8uVMItZgFRYonQrLNRPhwBH3vHhXf5184GzJFZoPxs+3BvbJsDl5sP4KXOo7iu/MvGvPEPdM8yXwogGB3NPRJWTZfXHfh+vnwnhpE2BPA8PEeuI50wjSvLKM2hEIh0Uss/Bvb0rmurm7CckGp2CA35qP0oUOTsplgn9hjQi6Xw2azidca4UZMiG1ubm6Gy+WCRqOJSwhMrIedLCx4CVnxDrIwFgJky+iwcqxMNZIqRSAMaqo1/yKRCO655x6cc845mD9/vvj5Zz/7WVRVVaG0tBQHDhzAAw88gMbGRrzwwgsAgO7u7jiBDEB8393dPe4yTqcTXq8XWq12QvukFsmZTNzjeR5vfBxqcUXp7LTsSUYQ2ne3IjjkAQBoK20ZS9ZLx5Z0WVc8A2qZHM3uQRxx9mKeuWjU5ViZTDI1HsGe40AkBE5rhjymyYZCp0bhpQvQ9cJuAEDf20egry2AXDtSsCYz6ce2dI5t1qHRaGAymWCz2VBTU5NWxyapb1qk3j6RPBzHQa/XQ6/Xo6wsetMXCoVE0dzX14fjx48jEonENTuxWCxTprYrK8cji2KQBVgcF1bsmSqkVK8r1Qvaxo0bcejQoRFe6i996Uvi/xcsWICSkhJcdNFFaG5uRl1dXUrbmAxnUkxyBDy+Mfd8vNXdhPMLUw9/SMaekMePgS3HxfcFF82dcjWkAcCoVOPCojr8q+sYXu44Oq5IZmXCzYhI7ox6VpWlI/ebcVYxXDOL4D7Wg7AngL53j6J4Q3JNRoT6mLGhE6FQSGzpXF1dDbPZnJEmPKnCR8IItu2HsnLRGXdxkPLYnKoXXIVCgfz8fOTn5wM43RRhaGgIdrsdjY2NGB4ehk6nEz3NVqt11GYnrMwNgPT7gTUxyEqIA0vjIjjlpLKHpfMlFTJT1HYU7rrrLrz66qv44IMPxGLTY7FixQoAQFNTE+rq6lBcXIydO3fGLdPT0wMAYhxzcXGx+FnsMiaTKSkvMiC9JzmTB42ck+HG6oW4sXph1uwZ2HwcEX+0wojprHJoiifXWW8ytkyWK8vmiCL5v+auHdMOQPqJLlPbDnZGa1orS+eO+n3huvnwnBxAxB+C80A7TPPKoKvOj7NB6EwZK4jdbjeUSqXojauqqoLBYMh4TcxUx4GPhNH14DyE7Z0o/tYOKEtSS2Yl2CYT52VsU4TYZidCbHN3d7dYnSmx2Ynweylh5WZF6jkyFpbEGGvVLaZqXLCUjCmS/X4/lEplWo9D7777brz44ot4//33UVMzsVdz3759AICSkhIAwKpVq/DDH/4Qvb29YsH5t956CyaTCXPnzhWXef311+PW89Zbb2HVqlVJ2yqlSM5FW+pUmEiYBgaH4dh7KrqsSo7882dl1ZZsj81lpbNwTn4VNpTOQoTnxy2Xx8IFIBMTv7p2JSLn3AbN7ItG/V5h1CB/7Wz0/jvqce554yAqbjsXwz4PBgcHAUTzBWJbOldUVIgtnaUeo0Q4mRzK4tkI2zvha3iXRDKRFLG1XYHTDWuEMI2uri54PB5oNBqEw2G0t7fDYrHEJZnmClYEISt2AORJHguWBPtUYkyR/LOf/QyXX345Fi1alNKO3rhxI5566im89NJLMBqNYgyx2WyGVqtFc3MznnrqKVx++eXIy8vDgQMHcO+99+K8887DWWedBQBYt24d5s6di5tuugkPP/wwuru78e1vfxsbN24UH9necccd+PWvf437778ft99+O959910888wzeO2115L+41Uq1RlRJ3ko4MWTrfuwvmQmZhjz0rZnPGE68MEx4GN7bSvqslomLBcnsk2lxb/W3pqUHVJfADI1HtoFl0G74LJxl9HMLYJ8XyvCPW4EhzzY/8/34KnRwmg0AohWkbFYLJJ1Tkp1X6hnXwhfw7vwHX0Xxgs2TmrbdIFhi1ydlzKZDCaTCSaTCZWV0cY0Qtm5jo4OdHR04MiRI3Edx4TycxO11s4ULBybLNgAsCVMWRPsrNgylRjzDH766adRU1OTskj+7W9/CyDaMCSWxx9/HLfeeitUKhXefvtt/PKXv8Tw8DAqKipw7bXX4tvf/ra4rFwux6uvvoo777wTq1atgl6vxy233BJXV7mmpgavvfYa7r33XvzqV79CeXk5/vjHPyZd/g04c8It3ulpxjcPvIm/te7FjnVfzrg9vm4HXEejjSbkOhWsyzJb8i0VW3IJKxNttsYjEolgeHg4LnTC5/PBWK2GqRfgeMDYFcK89WdBbtNh8+bNMJvNkgnkdPaHZvYFcADwN20FH/SDU+Y+LvpMhIXzE5DuHFWr1TCbzRgcHMSKFSvE1tpCbHNbW1v0XDIa4yppZLo9OoVbjIRsGR2pbZmqoR5jimSVSgWfz5fyCieaPCsqKrBp06YJ11NVVTUinCKRtWvXYu/evSnZF4vU4RaZutC80RWtanFpycy01zGeEOt//3THRNvqesjU2fWO5FIk9/mG8Wb3cWwonQ2LKt47zoonORM2hF198PWdhEdTCKc3KFae4DhObAlcUlICk8kEhUKBfsUxDG49DkR49L55GCWfWZahvyS3KEvnQWYsRMTVC3/LTmhmrpnU+lg4Fgj2iG2tLSC01h4aGsLJkydx8OBBKJXKuIRAk8k0qZtOqYUPa3YAZMtYpFqdjIgyptopLS2VJBs9l6hUKng8Hkm2nam421Akgre6mwAA64tnpL2esUS752Q/PC19AACFWQvzosq0t5EsuRTJV27+Kw47evHnFQpcVzF/1GWkFkbpTLJC1r5YbWLPP2H98BH4ShYjdM1vUVRUhJkzZ44ZR2lbXQfX0U4EB4fhax+C+3CnuF4pSXX7nEwGzey18Hz0DHwN701aJBOEwETHotBaW0g2D4fDcDqdYmxza2srgsEgTCZTXJhGsonnLMGSGGTJFpaEKUvjMpUYUyQ/++yzUCqVAM7cXt9nQrjFR4PtGAp4YVFqsDyvIqP28Dwf50XOXzMz441DkrUlW6wrnoHDjl78q/PYCJE8lTzJoVAorp2z0MRHKMNm5VwIAciftRzWORMnsMkUchReMg8d/4xWmRncdAzcnKk5D2hmXfCxSH4HuPJBqc05o5DyosvCeZlSgxu5HFarFVarFcDpeuKCaG5paYHL5YJarY4TzSaTacxrMCvChxU7ALJlLKRM3ON5nonzNR3GFMmZbN3JKiyI5MmeRG92ResWX1Rcn3KXvdHsiWW4qRe+TjsAQFVghDGhC1u2yKVIvrRkJh5p3Iq3uo8jFInEjSErk1vieAidxAQx7HA4MDw8DI1GA7PZjPz8fNTV1UGv14sX17432xACoCxKviqJvrYAhlnFcDd2I+wJwNQul3SiS3d/aOZcBNNl34B61vkZtoiQGqlF+mS2z3EcdDoddDodSktLAZy+2bXb7RgYGEBzczPC4TBMJlNcbLPwlJcVEcaSAGJlTAD2bDlTHZ7ZJDept4yiVqslq26RqYP13d5mAMAlxfWTWs9oQiy2cUj+eTPByXJzsudSJC+zlcOq0mIo4MXOgTasLqiKswOQ/gIQiUQQiUTQ2toqeorD4bDoJa6trYXJZBo3PCrUE41bVxSlFrdecNFcDDf3gg9FYOgJI9Drgqo8vQoqmSCdfSE3F8O84ZtZsIaQEqnPy2ygUCiQl5eHvLzoOSaETQne5uPHj8PtdkOr1cJisUCn04Hneckf67MmBsmWkbBky1RiWotkhUKBUCgkybZjW32nm7jhCvpx1BGNF76wsHbS9sTGSA8398LfHX1kry4yQT9j9K502SJXF0CFTIZ1xTPwz1MH8K+uY3EiOde2CNsarVkHALjdbthsNlRXV8NoNCZ9UeSDPoQGTgIAlMWp1bdWmrWwnTMDA5sawQEYeLcB+ptWT8vJdjr+zawjtSc528Q2OxGacgWDQVE0DwwMIBKJ4J133hGb+QivXLfWZuX8YEkMslSbmKVxmUqIIll49D+d3PFSt6UGJjfRGpVqtFz5dewd6kSx1jhpewRbEr3IeefOyOnJlesScJeWREXyG13H8IOzLomzA8juxVBo6RwbOhEMBmE0GmEymVBVVQW5XI6GhgbMnz96YuFEBHubAT4CTmuBzFiQ8u+ty2vgPNCG4JAH/g47XIc6YFowfhfNbDCZYzAS8MB39B2Eeo7DtO5rGbRqenImenHTQQrRoVQqxWYnRUVF2LlzJ1asWCFW0mhoaIDH44Fer48TzaO11s4UrAgwVkriCbAyLoD0SYRTtgScsBNfeOEF7N27F//xH/+B/Pz8KZlhmypTXSQDgF6hwrkF1RmxR7DFc6IP/q6PvciFufci51okX1RUDwUnwzFXPzo8TpTpTFmzxe/3x3mJXS4XFAqFWD6qoqICRqMx7umCy+WalA1CqIWyeGZak5RMIUfBJfPQ+cxHAIC+9xpgmFmc9VKAmYT3uTDwhxsBjoP+nFsh19vSWw+Jwzim4kUvU7AigDiOg9FohNFojGutHdshsKGhARzHjWitnalmJ6yMBUsiWbCFFccjK/toqiGeIX6/Hz//+c/x6KOP4oILLsCNN96IpUuXIj8/H3q9Xkobs4bUdZIBdi66sYmEA5tPe5Ft59bn/MTKtUi2qDT4x+rPYLG1FAWa+GN9Ut7Lj9vZxopiv98vtnQuLy+HyWRKqsHAZMZDWTYf5qv+G7I0hSEQTeLzWmXQDkUQHvZj8MPmrLYmH4t0x0FuKoKieBZC3Y3wN22F7uxPZNgyItfQRX/sMVCpVCgsLERhYSEAiM1OBOHc0dEBr9cLg8Eg1mwWYpzTLTnJwr5gUSSzYAvAVujHVEIhDNpnP/tZfPazn8WWLVvwzW9+E9dffz3mzJmDiy++GOvWrcOcOXNQVlZ2RtVOViqVkralBpB2reRGZx++sPMFXFYyC9+ctzYj9vA8D8+JPvi67ACiFS0MM4snve50bckl60tGrzGdii2BQGCEl1hoMmAymVBaWio260iFyU5syqIZUBalX0NbsMFeqYTWEQAiPIZ2noB5YSWU5tw9cZrsOKhnnBsVycc+IJFMTBoWHBzJitPYZidVVdG8C6HZidAh8NChQ1AoFCOanSQzX5FIHglLtgBU3SJdRhz95557LubNm4eioiL8/Oc/x/3334+vfvWrmDlzJtatW4d169Zh7ty5UtiacVQqleSJe+lOtO/0NGO/vRs2lS4j9shkMvCRCAa2SheLLMBKW2qB0WzheT7OS+x0OuH1eqHX62EymVBSUoLZs2en7ZlJxoZcE9bIYFxYDteeNvChCPrfb0DJJxfl1IbJjINmxnkY3vwn+I9vyaBFxHSGFQGUDonNTiKRCJxOp9ha+9SpUwgEAjAajSOanST+3SzMTwBbwpQlWwDyJKfLmLeIkUgElZWVePrpp8HzPH7729/i7rvvxtVXX43nnntO8iDwTKBSqSTzJAOTa039bs8JAMBFRXUZsYXjOMgGA/B12AF87EWelXsvsmCLFDxxYjeebzuMr89Zg/MKa0RbeJ5HMBiMa9ThdDoBACaTCWazGcXFxTCZTGIDnkwymfHgIxF4978MRdFMKItng5tkLW3T8moMH+1GxBuE60gnLEuroS2zpr3OXKKeEe22F+w8jLCrH3Jjfkq/pwvMaaQWRSwIEBa8p5m0QSaTiUJYWHest7m1tRUulwsqlWpEsxOAjfODheNCQHhKzIItAHmS02VUkazT6eD1egEA27dvx7Zt27B582asWLECV199NQB2dvxkUCqVknmSgfRbU/vDIWzpawUAXJhBkaw+ebpFt21VnWT7WCpP8o6Bdmzqa8ECSxGW6AvhcDgQDodx8OBB+Hw+aLVamM1mFBYWYsaMGWO2dM40kxmPsKMLA3+6GZApUP5IL4DJTZKcWoH8NTPR++ZhAEDf20dQcfPUKAknN+ZDWTIXwa4j8DdtgW7RVVKbNGmmwrgT2SOb8yTHcdBqtdBqtSgpKQEQrcYjNDsZGhpCS0sLgsEg1Go15HI5uru7YbFYJGtGxpJIpsS9M4MRIjkcDoPjOOzbtw/33HMPnnnmGdTX1+Puu+/G9ddfD0D6UiKZQsqYZCB98bNzoB2ecBCFaj3mmQszYkt40APlQHQsFGYtjHNKMrLedMi1SA6FQnA6nVggi5bRe+XEQawbUsNkMoHjOJSXl6O4uDjndUdjSXc8Qn3RJw6KvCpw8sllsgsTrHlRJey7TyIw4Iav0w7X0S6Y5pZOat3Jbn+yx4V65hoEu44gcGrfGSGSpUbKNrdSw4royKUNcrkcNpsNNls0CVjo/nns2DG4XC40NzfD5XJBo9HExTanUtd9MrAoklmwBaBwi3QRr5rBYBAffvgh/vGPf+DNN98U7wy3bt2Kmpoa8QdnikAGpI1JBtK/6L/bE+2yd0FR5ry9vgNd4v+ty2sn9Vh+smRTJPM8D6/XGxc64Xa7odFocLbeDA7AyfAw6pctRLnegi1btsBsNksqkCezj0P9H4vkgsk1mxHgeR6cTIaCi+ag4+OScP3vNcAwowgyZXpNcXKJ8cK7YLzgy5DnVaf1exbEGXGa6X7Rl1qocxwHvV4Po9EIhUKBBQsWiK21h4aG0N/fj6amJkQiEbHZiVBJIxtzKkvClCVbADbCLVgZi1QQ6yS//fbb2LBhAy688EL85Cc/wbXXXisuFA6HIZPJonGrZ4hABk7HJEs10aQbk7yprwUAsLawZoIlkyPo8MDf1B+1SauE+azcN4qIJZMiORwOx8UROxwOhEIhsaVzdXU1zGazWLVlUf8e7BnqxPt9LficfhEzSYST9iTnT/5YiT1H9HWF0NUUwNPSh5DTi6GPWpC3enKt0XOBIm9kR0WCSAepBapgAwvEjsV4rbWHhobQ2NiI4eFh6HS6OG9zJpqdsLBPBFiyBSBPcrqIJeCWLl2K3bt3Y9Gikdnq6bZNZh0pm4kA6cUk8zyPekMe2jwOMblssgztbAE+nmutS6ohU0nbJCJdYcrz/IhmHW63G0qlUvRiVFVVjfvo7+LieuwZ6sTb3c34XDUbIjm2Ekqqk1yoP3pDlUlPskDBRXNw8k99AA8MbW+GZWEl5LrsedylnuCl3j5BJMKKEBtvjuS4ka21hXKZdrsdPT09aGxsBIARzU5STYRmZTwA9p66szQ2UwlRDRmN0XjMXbt2IRgMiq9AIIBgMAi/349QKASXy4WSkhJ84hNTv86olM1EgPTEIMdx+P3yqzN2wIc9ATj2twEAeBlgWVI96XVOlmTHRSiQHyuKg8Gg2KyjoqICZrMZGo0m6bG6uKgODx/9AO/1nkCYZ+POe1LhFn2ZC7dItENdYIT57Eo49p1CJBDCwLYmFF6c3fKQmbhh8TVthfvdX0NROAOWqx7KgFXTD6lvHFl4lM2K6GDBhlTHQqVSia21hd/HNjvp6uqCx+MRm50Ir4mSpVnZJwBbtgBshFtMRUSRvG/fPqxevRoajQahUAgymQwymQxyuRxyuRwymQxqtRputxsXX3wxieQMMJkScJk6+ex7ToIPhgEA3iJVVj2ByTKWSI71EjudTjidTrGls8lkEjvYTebJx1JbOUo0RiywFGMo4J3SnmSe52PCLTLvSQaitbSdh9rBhyJw7DkJ67JqKM2Zqd2dLSLDQ/AeeA2K4tkkkicJSyJgOsKSEJuMHRzHwWQywWQyobKyEkB0vo/tEHjkyBHI5XKYzWYxrtlsNsc1O2FpPFiyBZA23ELqa+hkEI+uxYsXo6GhAWq1GgqFIk4gKxQKKBQKcadnqt+71LAQbpHqwXPCPYgavTUjB3skFIZ9d+vHxgDDpZmv8ZsOQhiKIIQFYezz+aDX62E2m1FaWoo5c+Yk1dI5FRQyGY5suAdyLnrH3YQpfILzEdg+91uE+k9kLRZXYdTAsqwGQ9ubwYcjGNh8HMVXnJ2VbWVqP6vrVgEAQt0NCLsHIDfkZWS9RO5g4ZxkwQZWyIYgVKvVKCoqQlFREYDTTw6FZidtbW3w+XxisxOr1cqUNmFNJPM8f8aGzmYT8YhSqVSYOXPmqAv19fVh9+7duPDCC3NmWC5gQSSnEpPsCPqw+I1fI0+tw55L74JZOblalK4jnQh7omXftPUFCKm9k1rfZAgEAqIgHhwcRCgUwr59+8RmHSUlJWm1dE4HQSADbHT/S7c7IyeTQ7fokxm3IxHbyjo49p5CxBeE82A7rMtroC40ZWy7sWRiX8gNeVAUz4q2qG7eDt3ZV+R0+0TmkFqESL19VoRYLuyIba0tIDQ7GRoawsmTJ+F0OsHzPPbs2SOGaJjNZknEIWuJclIfKyyNRSrEKQ6v14vDhw+jpaUFPp9PrCG8fft2/PnPf8YjjzwCmUyGu+++W/IBzwRCuIVUf0uqAmxb30lEwMOs1ExaIPM8D/uuVvG9YVEF+LbGSa0zlW0PDw/HxRJ7vV7odDqYzWbk5eVheHgYa9askfQY6/Q6EUTqzV6yBQsCbTQb5BolbKvq0P9eAwCgf1Mjyq5flmvTUkJdt/pjkbwtJZFMEAIsXANZsEGwQ4p418TW2oODg9i7dy+sVqvYJTAYDMJkMo1orZ1tWNk3AiyIdqm3nw6iSHa73bjrrrvw17/+VSzFIoRa8DwPrVaLn/3sZ5g9e/YZI5KFsl+hUEiSOripiuQPPu6yt6Zg8o/OvW2D8PdEWytrSizQlFrAn8qOCAsGg3FhE0JLZ6EM24wZM2A2m8VM5uHhYZw6dUrS4+vKD/6K93tb8HDhcsxixJOcKv7mDxEZHoCyYiEU1rKs2mFZUg37rlaEXD4MN/XC2zYIbYVt0ttMdvupoq5fjeGtjyPQvC1j68wFLNwoAezYQbABK8eDoFuE3g5CXXwhtrmlpUVsrS3ENQuttTMt8llLlGPNnqmCKJIHBwfx6quvYtu2bVi5cmXcQrt378YFF1yAtrY28bMzYbAFUeb3+yURyTKZLKVwi82CSM5A6Tf7Ry3i/y3LqkXBPtmbH6EDU2xd4uHhYWg0GpjNZhQUFKC+vh56vX7MY4iFEIdSbTRcYK+vH9cwIpJTHRP3B7+HZ/dzMF/1A5gu/mpGbBnLBplSjrw1M9Hz+gEAQN97Dai4aVXGb3QydVyo61YDAAJt+xHxuyFTGyb8zVR3CpxJsFLdQmpYcVaxYkeit5TjOOh0Ouh0OpSWRruCCs1O7HY7BgYG0NzcjHA4LHqbBfEsONHShZUxEWDBkzwVEUUyx3Hw+XxYuXKl2JpaCPQOhULiARMMBlOuXcgqgjCWKi45FTE4GPDioL0bALCmoHpS2w3aPXAf7wEAyA1qGGeXIBCKjkGqJ7ZQFjA2dCISiYhe4tra2pQ71rEgks8rrMFTJ/djr29QclvSJdM1kic6LkwLyjC040S0XXXHEIabemGYUZSRbWcaha0CioI6yIwFiDh7ISuYWCQTI5nuF12p/36WhNhUsWO8Zid2ux3Hjx+H2+2GVquNC9FItbU2S/sGIE9yuogi2WKx4D/+4z8AjGweMmfOHHz3u98FgDNGIAOn/5apIJK39rWCBzDLmI8izeQu6PbdrWLzEMviKnByGbjwxN5Knufh8/lGNOtQq9Uwm82w2WyoqamBwWCY1Mk4meYZmeK8j29EjgXscAZ9kFLqpetJFkVymi2YR2PcpgEyGfLXzkLn87sBAP0fNEJfX5ixfZjpY6H4O7vAySjbeyrCwo0rayJISlgZi3S8paM1OwkGg2Jr7d7eXhw/fhw8z4tNqYTXeM4fVsZEQGp7WBqLVIhrJvLwww9jeHgYoVBIfIXDYYTDYXzmM58BEK1C0NDQgLPOOksyozOF1J7kVOokb+07CQA4d5Je5EggJDYP4eQymBdFa1KOJsTC4XCcl9jpdCIYDIpe4qqqKrFZRyZhQSSX68yoM9jQ7B7ETkcXZpRL3844FWEQ8bsRGR4EACjyKjOy/WT2hX5GEdQlZvi7HAj0uuBu7IZxdklGtp9pppJA5nkekUgEAwMD6O3thUqlgsfjOaOcFukwVS+8mUJq4XOm2qFUKpGfn4/8/HxxvW63W/Q2NzQ0wOPxQK/Xx4nm2NbarIU3sGbPVEEUyX6/H6tWrYJGo0E4HBbjU4GoiFSr1dixYwe6urpw++23Y9euXZIZnSmEJilCFY9ck0oJuKvK50IjV+D8wsk9Once7kDEHwIAGOeVQqFTi7YAQG9vr1h5wuVyic06zGYzKisrYTQas15OJ13PaaY5v7AGze5BbLd34EYJ7UhnYgsPfnwjpLVApjVPsHTyTLRPOI5D/pqZ6HjmIwDAwOZjMMwsBifLzOScjWMi4nWAU+nByScuL5irY1K4KAuxk3a7HYFAAIODg8jPz0coFMLQ0JDo8bJareIrF5n7BBvCkAUbWLIDyM6NE8dxMBqNMBqNqKioABB1GMZ2CGxoaADHcWKzE9ZEKYVbpId4VVAoFFi/fj1UKpXYRCS2mYjFYgEAWK1WbNy4USp7M45KpUIoFJJk26mEW6zMr8TK/Ml5BHmeh2PPKfG9cnYB2traRE8xALS1tcFisaC8vDzlls6ZgpWJ5fzCGvz5xG5sd3RIakc6Nw2hgeiTh0x5kVNBV1sATZkVvo4hBPrdcB3thGne5KtrZIPe//0k/MfeR+HX3oK6ZrlkdgjNc+x2u3g+Co93zWYzysrKcPToUcyYMQN5eXlQKpVQKpUIBAIoLCwU68QePHgQarU6TjTHerfOFKS+gSbiYUUk51KYqlQqFBYWorCwUNx2bGvtgYEBBAIBbNmyRfQ0W61W6HQ6ScZK6n3EwvGRDqJIlsvl+NGPfjTmggMDAwAAk8mE2267LfuW5QjhQiMFuUxQCwQCGDjeAX9vtPxawCDD4Y4m8SJcUlKC/fv3Y+HChZPO6p0srHiS1xRU4xOmKlxQVCf5BAOkKJI/9iQrbJkTyckerxzHIf+8mWj/xw4AwMCW4zDOKQE3SS9GNsZfptYBPA9/07YJRXImtx+bYW+32+FyuSCXy2GxWGCz2VBbWzuiAsxo25fL5XFdyYT1Dg4Ooru7G42NjZDJZHGiORPlrlioLiH19lmZE6S2QbCDBaQcj9hmJ1VVVejo6EBbWxuqq6tht9vR3t4uttaODdFIbK2dLVjzbE8VRuwZt9stNhIJhUIIBALo6+vDjTfeiOeffx6BQADLly8/Iwab4zixoYgUJBuT/F7PCQQjYazMr4RJObGAjUQiI5p1+Hw+FJyMQPh14coZmLe0boQgZWGyY0Uk56v1uL9oEfLy8iQ/3lPdvnb+esgN+ZDpM1erOBUbtFV50Fba4D01iODgMFyHO2FaUD5pGzJ9TKjqVsN74DX4m7cBl9yT0XXH4vf740Sx2+2GRqOBxWJBSUlJxlqsJ2buCx7qoaEhDA0N4cSJEwiHw6JXSyh3xVI7XyJ5WBLJZEc8QnWw2GYnsU+MhoaGcOrUKQQCAbG1dmyzk2yUz6Rwi9SJmxk3b96Mb3/72zh16lRcJ7pIJILu7m588pOfRCQSkbzRQyaR2pOcTEzyzxs244O+Vvxq8RW4rXbJiO+FuEQhuU5o1iG0dC4uLoZeqUXb7k3gAcg0CuQvrBlRT5KF0muCLYD0IhmQ3lMmkOq+UdgqM+pFFkjWBo7jkLdmJtqf/BDAx97kuaXg5GxN0uq6VQCAwIkPwUcik/Z2A/ENDARh7PV6YTAYYLFYUFVVlZE6rMkgk8nEC29NTY1Y7mpwcBBDQ0Po6OiA3++HyWSK8zZLUTc+FViYG1gSZFLDyliwYgcQFcSJojT2fKyurhYrRgk3z0LIlEqlihPNJpNp0rlALI3NVCJOJN99992YPXs2br31Vmg0GjEm2e/349Zbb8X//u//ZuUOR0oUCgXTJeACkTA+GmwHAKzKrxQvcrEd7DweD7RaLcxmMwoLCzFjxgzo9fq4/TS08wT4UFSQmxZUQKYcecKRSB5JmOexz9mDV5s6cEf9CqnNkZRUz3tdZR501fnwtPYjaPfAeagD5rMrcrb9ZFBVnA1OpUPEY0ew6yhUZfNSXkdi5rvD4YhrhZvYUVJKYstdVVZGb6K8Xq/oaRZqxOr1+hHJgCzO+1KHW0gNS8KHBTtYGo9kbOE4DlqtFlqtFiUl0SpA4XBYvLkeGhpCS0tL3HwiPP1JtarUaKKdmJg4kdzY2IgXX3xRbOkoEAwG8bnPfQ6XXXYZ8x6GVFGpVEyL5D397fCGQ7DI1fA2t2Oz6ygikYjoJa6vr4fJZJqwXqN97+mEPcui0T2MrIhkARZs8fNhfO7Ia4iAxydK56BMZ5LEjlT3jXvLnyEzFkIz5yLIVNJVO8hbMxOe1n4AwMDW4zDNL2PKm8zJlVDVLIe/8X34m7dNKJJ5nhdLI8aKYgBiDdWKioqcVIHJFMJFWuhIJmTtDw4O4tSpUzh06NCIZEAWBD/BjigkO0aSri1yuRw2mw02m01cj3Aja7fb0dzcDJfLJYZrCcJ5omYnUo4NC9fydFEApwdPp9ONWumB4zisWLECHo/njBLJLMQkx463cDLEhk481dcAAFigtSE/Px91dXUpN+vwnhxAcHAYQDRWVJU3ejMSVkQyS6EfBoUKc3Q2HPYMYFv/SVxfuUAyW5Idj0jAi6Gn7wEAlP6kFcigSE51n2jLrdDVFsBzog8hhxeO/W2wLE6/5nQ2jgl1/Wr4G99HoHkbcN4XR3wfCoXEMk9erxcffPABlEolzGYz8vLyxHOSlYvzZEnM2heSAYeGhtDT04PGxkbxb21paYHNZoPZbM6pl4qFuQGQ3nvKyjiwIk5ZsQPInC2CNtPpdCgri1YJij0n+/v70dTUhEgkIt6oC97mWL1GiXvpoQBOn+hCBYtwOIxgMIhIJIJIJAKe57F9+3bprMwiUsYkC6K4tbVVDJ8IhUJis47q6mr0+JsAL7C+Zr5YnzFVkvEiA6nVbc42rIhkjuOw2FgkuUhOZXILD0XDcziNETKdVRIbYslfMxOnTvQBAAa3N8N8dkVa3uRsTfCa2Rci1NsM7bz1AKJJdrHxxEKLWo1GA4VCgcWLFzMbfpANRksG7O/vx549e+BwONDa2ipZMqDU4RYsPL5m4ThkYa4G2BLJ2RSlE7XWbmxsxPDwMHQ6nehtDofDVAIuDeJmMZ7nsW/fPrz55pvo6OhAMBhEKBQCz/Po6+vDX//6V5jNmWtMwAJKpTIndZJjWzoLgtjlckEmk4klYaqqquIemUR4Hjs+PB2PnA6hYT/cx7oBAHK9GoaZxWMuy4owBdiyZYmhCH/rOYKt/acmXjhLpDIeYo1ka0VWMqRTRVNqgb6uEMPNvQg5vXAe7oD5rPRjkzMJz/MIF82H/5Lvo8duh2P79rgku+rqapjNZqjVagwMDKCpqQk6nU5qsyVFJpPBZIqGHS1atAgAMDw8LMY1C8mARqMxLkRD6tKSZyKsiEKW7GDhxgXI7ZjE5hrEttYWRHNPTw8CgQB27dol3sQKLwqdGp84kfzMM8/g85//vJhsolKpoFAooFKp4PV6JWu6kU1UKlVWPMlCYfHYMmzBYBAGgwFmsxkVFRVwuVzw+/2YP3/+qOs47urHYMALrVyBs63ptfZ1He4AIlFhY1pQPq4HjyVhCrDhneA4DgsNBQCABmcfBvwe5KnZFknhwaiYl2e4kchkJnzb6noMN/cCAAa3NcE0vzytLnyTPSZGS7ITnt5YLBbMnDkzZ3VLzxRiL9DC067YZMCmpqaMJwOyMDeQDadhSSSzgtSCXalUoqCgAAUF0evX22+/jXnz5oniuaurS2ytHSucE5P+pzsK4HTW409+8hN8+ctfxsMPPyy1XTkjUzHJQh1U4RXb0tlkMqG8vHxEGZdAIACfzzfmOmcY87Fz3Zdxwj0IlSz1JCCe5+HY3ya+N581fp1alkQyK7ZwHAeLXI05pgIcdfZhe/8pXFE2WxI7kvYki41EMu+tTXefaMut0FXnwdM6gOCQJ2dd+MLhsPjkJjbJTijiLyTZyTgg2NUA3n4ciryVWbfrTGesZEChNuyhQ4egUqlgtVphs9nS6gzIwoWcbIjCkkhmwQ6ALVsEDAYDjEajWNlGCC2z2+3o6OjAkSNH4srUWa3Wae80iPvLh4eHcc4550hliySk40mORCJwu91xoRM+nw8GgwEmkwllZWUwm80TekomEj4yjsNsUwFmmwpSsk/A1+VAoN8NANCUW8dM2BO3l2Rzk1zAkkjmeR6r86tw1NmHbf0nJRHJQPICVYhJllszK5InO+HbVs+ApzWa9zC4rSlaNzlFUTTRGAg1wwVB7HQ6oVQqYbFYxk2y8+x5AQN/vhXKikUofmBT6n8cMS6JyYDhcFgUzbHJgLGe5lwnA6YKCyKIBRsEWLBDau9tLCztG2B0e9RqdVzHTuEJuFBJo729HT6fb0Szk1RbawvJ+FORuMS9G2+8EZs3b8aSJUtQUlIiNhQRyh6dSRncAsnEJAcCgbi6xE6nU4zLE1o6m0ymlO+2si0EnQdivcgTCyZWhCnAji3C8f4f9cvxmaqzsMhaKqkdyRC2dwIA5JbM2zqZfaKttEFTboWvfQiBfjfcx7phnJVeGJFArCfE4XCISXYWiwWlpaVJd7JTfdySOthxABH/MGRq/ajLsXBMssBkx0Eul49IBhQuzkJt2HA4DLPZLHqaY5MBaT9EYWUcWBGErIwHwF41iWTqJMe21hYQmp3EPgUSHA+xrbWnSsnLVIlTdfX19bj33nvx/vvv45xzzoFarRaFcl9fH370ox+JbvozhcTqFkKWaGzohNfrhU6nE7vXzZw5MyNxO+N5bgf8Hjyw/w2syKvAF2qXprytSDAM15GoWOKUchhnTyxGWBGmABteCQGe59P25meKVPaN5dofIdR3AqrqpRm3YbK/z1tdj45nPgIADG5tgmFmcdLr5XkekUgEnZ2dojAWnuAkJtmlisJaDrmlDGF7BwIn90Azc03K65iOZOo8jb04C53IYpMBOzs74fV6xc6ALCRPsiIMWbCBlbFgzZPMki3p7iONRhPXWlsIYYvtEhgIBMRmJ8JLo9EwcUxMlrg6yS+//DKMRiM4jsPmzZvFjnsajQZDQ0PweDxS25txeJ7H3r17cd9992Hfvn34xje+AaVSCZPJBJPJlNVuWeOVXNs12IFnTh3EnsFOfLFuWcrrdjd2IeKPesiNc0ogU0/s5WZNJLNQjo6lMUnWDlX5WVCVnyWpDWOhqy2AutgMf7cD/h4nhpv7YKgvHHXZ2LAmwZMRCoXQ3d0Ns9mMWbNmZTReTlW7At49LyDQsnNUkXwmTPhThdGSAX0+nyiaT548CZ7n8cEHH4ieZpY7A2YLlsQpC7BiB8CeSAYyM4fJ5XLxfBPW7fV6RdHc0tICl8sltta2Wq0wmUxiAuFUQwFA3JFPP/20pMZkm0gkgmPHjmHbtm3Yvn07tm3bhiNHjsBoNOKcc87BpZdeigULFqCgoCAnB/d4AmznQDRUYnne+Ml2Y+E40C7+P9lyWywJQlZsibVj50A7/nFyP2abCvAf9ctzbseZAMdxyDunHp3P7wYADG49Dn1dATiOG+GhcDqd4DhO9DBarVa0trZi8eLFWbFNXbMM3j0vwN+yIyvrJyaHRqNBSUkJSkpK4Ha7sXXrVsyePRtDQ0Noa2uLSwYUXoLTJxuwIFBZmCMBNsZCsIMlYcrCmACnj5NsjE1ssxMhUVdodmK32zEwMIDe3t6pLZJjEVqudnV1weVyQafTobCwEAUFBczs8HRZunQpjh49iqVLl2L16tX44Q9/iL/97W+YOXMmvvnNb+bcnvGE4K7BDgDAMlvqIjkw5IH3ZDRBSmnVQ1OeXEMJVry3ADuiMHYfNTr78KcTu7Ayr0ISkZzMBTFs74Jn30tQFNRCO2+dJDZMhH5GEVQFRgT6XPB12tG07QAc6iBcLpcY61ZQUID6+vq4PAiHw5HV40JVswIAEDixg6kLHDE6MplsRDKg0IWst7cXx44dm3LJgOnAwnHKyvnCih0Ae7YAuTtWEpudhMPhnGw3G4yYLZ599lmce+65OOuss7BmzRqsWLECn/3sZ1PuuPejH/0Iy5Ytg9FoRGFhIa666io0NjbGLePz+bBx40bk5eXBYDDg2muvRU9PT9wyp06dwoYNG0Sx/vWvf31Eot3777+PxYsXQ61Wo76+Hk888cSoNj333HNwOBzYvHkzfvKTn+Cqq66C2WyWtC31aKIjzEewazDqCU7Hk+w8GJOwd3Z50icGK95bgC1bBDtWF0TbKe8Z6oQ3nPtjJpnxCHQcgP25++F45Qc5sCg1fD4furu7cezYMQzGRFhEDvejrKwMK1euxDnnnIP58+ejvLw8q17A0VCVnwVOqUHEM4RQb1POtjsVYeXcjEUul8Nms6Gurg7Lli3DRRddhGXLliEvLw8OhwN79+7F22+/jR07duDYsWPo6+ubVO1/FkQQCzYIsGAHS8clS/tGcH6daTeIuUAGnD6w/v73v+Pee+/F2rVrsWvXLjQ2NuLdd9+FXC7HF7/4Rezbtw+xy4/Hpk2bsHHjRnz44Yd46623EAwGsW7dOgwPD4vL3HvvvXjllVfw7LPPYtOmTejs7MQ111wjfh8Oh7FhwwYEAgFs27YNf/nLX/DEE0/gwQcfFJdpaWnBhg0bcMEFF2Dfvn2455578IUvfAH//ve/R9hUW1sb18sckLYt9Vie20ZnP1yhAPRyJeaYRo/XHAue5+E81PHxBgDT/ORFNkvClBVbYu2o1VtRrDEgEAlj98ee/lzakQzhoexVtkhlnwiJV0LtzW3btmHbtm1oa2uDTCZD2fJZUFijyVfcgA+WiCapeNJsHhOcQgXL9T9FwcYXIbeOXsOZhWOSSG4/CMmA1dXVWLRoES644AKcc845KCsrg8/nw5EjR/D2229j27ZtOHr0KLq7u+H3+zNqQ7ZhwQaAHUHIUrhFMtUkckWuPcmJTPkScJFIBHK5HM8++yyuvPJK/PrXvwYQHdjq6mq89NJLWLJkCXbv3o2FCxciHA5PmCzzxhtvxL1/4oknUFhYiN27d+O8886Dw+HAn/70Jzz11FO48MILAQCPP/445syZgw8//BArV67Em2++KU5kRUVFWLhwIX7wgx/ggQcewPe+9z2oVCo89thjqKmpwc9//nMAwJw5c7BlyxY88sgjWL9+/YQDkKu21KMxlugQ4pGX2MqgSPEk87UPIeTwAgB01QVQGDWTtkcKWLEl1g6O47A6vwovtB/G1r6TOLegOqe2JBduERXv2RDJ4yEk2Qml2Ox2O8LhsJjxPFqSnWNVAD2vHwAADH3YDO21ma3GkQ6G1bdIbcKUQeqLXqrb5zgOer0eer1ebN0bmwzY3NwshhjGhmiMVxNW6jFgxQaWRDILdgBs2SI441ixZyoRVydZaE8oEDug5eXlYu28dLLJhU5XNpsNALB7924Eg0FcfPHF4jKzZ89GZWUltm/fjpUrV2L79u1YsGCBWOgaANavX48777wThw8fxqJFi7B9+/a4dQjL3HPPPUnZpVKp4HQ6U/57MsFYQrDd64QMXFrxyM7Dpz2cpvmpCSVWhCnAji2JdqzKr8QL7YexY6B9nF9lx45kEGokK7LkSRa3M06SncViQWVlZbST3Tg3ecZ5pej/oBFhtx/uYz0IDLjHbXhDEzyRaWKTAYFoMxpBNLe3t+Pw4cM5TQZMFVY8p6wIQlbsANi0hRV7phJxIvmGG27A7373O7z00ku47LLL4HA4oNFo8LOf/QwGgwFFRUXo7u6G3W5HaWkpTCZTUhuJRCK45557xHhDAOju7hZLhMQibENYJlYgC98L3423jNPphNfrhVarHdc2KT3JMpls1HCLb8+7AF+duRqBSGrB7pFQGK6jXQCitZENM4tT+j0rwhRgy5ZYVuRFK4V8NNiGCM9DlqNJJ/nEveyEWwSDQQQCAfT09KCzs1Ms8WM2m1FQUIAZM2akXDtcppDDuqwG/e81AAAGd5xA8eXjl67L9jHB8zx8B1+H/8QOmNZ9DTKdRfyOLjDskC0BolQqx0wG7OvrE5MBLRYLfD4fVCoVwuGwZI0UWJkjWRGErNgBsGWLlI1NhBrNU5U4l7DX68XBgwfx6U9/GrNmzUJZWRkaGxvR0tKC5cuX4xe/+AU8Hg96enrw0EMP4corr0xqIxs3bsShQ4ewZcuWrPwRkyGdttSZYjzhY1Sm3hDBc6IPEV80ocwwswgyVWoef5baUgNsXAAS99F8cxH0ciWsKh16fG6UaI05syWZ8QgJInmMmNpkEbosCaETw8PDkMlkMBqNKCsry1ixePPCSgxua0LEH4LrUAfyz5sJhSH5EKFMw3Ec7C9+C6G+E1DPXAPt3Esks4WQHiEZUHgCGtsZsKWlBR0dHWhvbxdLFAqdAbNRV38sWBBiLMzVAAnTsWDlicNUJE5F+f1+LFy4UOyswnEc6uvroVKpxINPp9PB5XKN8N6OxV133YVXX30VH3zwgRgHBgDFxcUIBAKw2+1x3uSenh5x+8XFxdi5c2fc+oTqF7HLJFbE6OnpgclkmtCLDERFslTVLTLtLRUT9gCY5qUukljy3rJiS6IdCpkMRzd8DRZVboVcquEWckvy+5/neXg8nrj2zn6/X+xkV1tbC7PZjKNHjyIvL098NJ0J5BolzIuqMPRhM/hwBEMftaLggtmjLpurC46qZgVCfScQOLFjhEhm4ZgkpCO2M+Dg4CCsVisKCwvFEI2jR4/C4/HAaDTCarXCZrOJN5TZgCVRyIIdLI0H2XJmEBducdNNN+Gmm27KyIp5nsfdd9+NF198Ee+//z5qamrivl+yZAmUSiXeeecdXHvttQCAxsZGnDp1CqtWrQIArFq1Cj/84Q/R29srPv566623YDKZMHfuXHGZ119/PW7db731lriOiVAoFEyVgPtFwxa83tmIL9Uvx6cqFyS9rrAviOGmXgCAXKeCriY/ZXtYEaYAO7aMZkeuBbLAROPB8zwKvvw8wo4uKGxjN5CJTbITRHFskl1JSQlMJtOI3INsTbLWZdWwf9QCPhyBY+9J2FbVQa7JnScuEXXtCnh2/gP+lp0TLzxNkfrclHr7AjKZLOPJgKnAyjiwIsJYsQNgy3vL0rhMNUY8j+d5HkNDQ9i7dy8GBgZQVFSEiooKVFZWQqFQIBwOg+O4CXf+xo0b8dRTT+Gll16C0WgUY4jNZjO0Wi3MZjM+//nP42tf+xpsNhtMJhPuvvturFq1CitXrgQArFu3DnPnzsVNN92Ehx9+GN3d3fj2t7+NjRs3Qq2OhiPccccd+PWvf437778ft99+O959910888wzeO2115IaAJVKxVR1iy19J7FzsB2fCiQvkAHA3dAFPhyNbzbOLQWXxsnJijAF2LFlvImFtZhkjuOgrl0x4nMhrlIInRCS7CwWC8xmM6qqqiZMshPIxj5RGDQwzi+Dc38bIv4QHPtOwbayLmfbT0RsKtK6C3w4BE6embbXRGaR+qI/lvAYLRlQaKve0dGBw4cPQ6lUioLZZrNNKhlQ6nEA2BFhrNgBsGWL1OXopnLSoDj7Czv0gw8+wF133YWjR4+KSWWLFy/GN77xDVx33XVJJyj89re/BQCsXbs27vPHH38ct956KwDgkUcegUwmw7XXXgu/34/169fjN7/5jbisXC7Hq6++ijvvvBOrVq2CXq/HLbfcgoceekhcpqamBq+99hruvfde/OpXv0J5eTn++Mc/JlX+DZA+Jjk2cY/neewe+rjTXopNROKrWqQXj8paxz0WRDIwUpgFI2F8euvT+GiwDfsu/Qry1Lqs25DKBCNclAUvsZBkJ3SySyfJLlUbUsW2ohbO/dHSh0MftcCytBoyhTTJUMqS2eA0JvA+J4JdR6AqHz+ZcLoyVS96uUapVKKgoEBsyxubDNjf34+mpibwPD+iM2Ay11pWhBjZMRKy5cxAFMkcx6GxsRHf/OY3MWvWLGzatAn3338/dDod1q5di+9///swGAy49NJLk7orSUbgaDQaPProo3j00UfHXKaqqmpEOEUia9euxd69eyfc3mgolUpmYpJbh+0YCnihkskxz5xczDcABB1eeE8NAgCUNj3UxeaM2CMlrNgymh1KmRynPHY4gn7sHGjDZaWzcmLLWOMhJNk5j+9E4MR2uDQl4KqWw2KxZDTJbjwbJosqzwDDzCK4j/Ug7PbDdbgT5rPjQ0ZyNclzMjnU1Uvha3gXgZadokimiww7sHDRT9eGxGRAnufFZMChoSGcOnUKgUBATAYU4ppHSwZkYY4E2NgfLNkBsGULS0mEUw0FcHpnvvfee1AoFPj1r38Nm80GmUwGj8eDa665Bq+88gpeeuklXHrppcycmJlASpEs3GgI47/nYy/yfHMRVLLkvWiuI53i/03zyyb12I6VfcuKLWPZsSKvHMdc/diRI5Es7FOhk50QOmG32xEIBGAwGJDX8RG0Hz2KosXXoWDlV7JuU6axrqyD+1g0CXfww2aYzhrZUj1Xx4SqdkVUJLcfzMn2iKlHpo5FjuNgMplgMplQVVUlJtKOlQwovIRkQBbEDwtzNUDCdCxYio+easQF2zkcDsjlcrFyhEajgd1uF/8vNN1g5YTIBFJXtwBOdzzcMxgVu4ttqdW4dR09LZKNc9Ovj8uKMAXYsWVskVyBv7Xuy3pTEaHklM/nQ1tbG5qamsZMsrO3/R9cAJSWzFWfiCXbE762zApthQ3etkEEB4cxfLwn5VrfmUK/+hboll4PRcHosdHTHRbOTRbIxjkxVmdAu92OwcFBtLS0YP/+/dBqteB5HpFIBMPDwxlLBkwVqVsex8KSSGZJmLI0LlONOJFss9kQiUTg8Xig0+mgUqng9XrR0dGB5uZmMc6XlR2fCVgQycIks3coKnaXpFDjNjA4DH9P9OZFXWyGyqqflD0Uk5wcQlORPUMdCEbCUKbg+R8PIV5RiCd2OByQyWTgOA4GgwGzZs0aM8ku7Ip6YWWm5EN1UiXb+8S6shbetmjo0NCOE3EiOZeT/FgdC1k+JqcT020/aDQaFBcXiw4sIe+goaEBTqcTW7duhUKhGNEZMJfXahZEGEtikCVbpE7cm8rElYCrq6uDwWDA7t27sWbNGpjNZrz33nv49Kc/DavVis9//vMAziyRLHVMMnB6wi/TmVGiMWKRNXlvsKuhS/y/cc7kPIgsCVNWbBnLjhnGfFiUGtiDPhy096Ts/RcIBAJxoRNut1tMsissLBST7A4cOACbzSa2hh+NsCMqkuUpxLOnQi72ib6uEKo8AwIDbnjbh+DrskNTYhG/Z+GYIKJILQCk3r6UIkhIBmxvb4fVakVlZSUcDgcGBwcxMDAgJgNaLBbYbLaUkgFThTzJo0O2nBnEeZKXLVuGO+64QxTBZ599NlasWIGrr74an/vc57JWEF1KlEqlZNUtYmOSAeAPy6+Oe58McaEWs88skcwCY42JjOOwPK8Cb3Yfx46BtqRFstfrjRPFHo8Her0eZrMZFRUVYonE0Zho34SdH4vkLHqSsw3HcbAsr0Hvv6KxwEM7W1DyyUWS2OI98jaGt/8V6toVMF6wUfJjUurtE/GwMFcK4kcmk4keZOHz8ZIBhVcmOgOSSB4dlmxhIT5a6u2nS5xINhqNuOKKK8T3V155ZdKtp6cqarUaoVBIkgM6NiZ5tM8nIjDgRqDXBQDQlFqgtEyuFBlLbalZEezj2XFBUS2CkTCKtYZRvxeS7GLbOwcCARiNRpjNZtTV1cFsNkOlUiVlx0REsiySc3V+mOaVYeD9RoS9AbgaupB/wWwoTdqcn5/hgZPw7v0/RLwOGC/YmNNtE+PDwtwASH/hH2scRksG9Hq9GBwcxNDQEBoaGuDxeGAwGERPc2wyYDo2SD0WAHvClJWn7izFR081JqySL9yBsHLgZRopPcmx4RbOoB9GhSqlcXYdzVyohWAPSxcfFmwZb39snLESG2esFN8LSXaxojgSicBsNotJduk+8pxoPPigHxHPEABAZixMef3Jkot9IlPKYV5cicGtTUCEh333yTFbVWcTVfVSAEDg5B7wjMTqE6c5U69JqZLMOHAcB51OB51OJyYD+v1+0dMcmwwY62lOpp46ieTRYckWFjzJU5UJRfKZfvchZeIecNp7+8kP/oZTHjueWHEd1hRWJ/Xb2FALwyRDLQB2hCnAli1j2REKheB0OsXQCafTCblcLori6upqGAyGjJ1D446HTI7Cr72FsLMHMr0tI9tLJJeTrGVxFYY+PBFtVb3vJPLOqQeQWw+isnQeOKUWvNeBUO9xQCtNpQ0WYeXclBIWRNBkbFCr1XHJgKFQSBTNnZ2dOHr0aFLJgCwdCyzsEwGy5cxg2vdblTJxD4gKD384hIOObgQiYZTqTEn9zt/nQqDfDQDQlFmhNI0ex5qqLaxMeKzYEmvHaEl2arUavF4Dg9WIZbNmZa0M00Tr5OSKUVtSZ5pc7ROFQQPj3FI4D7Yj4gvBebAdqjnZ85CPBidXQFW5CP7mbQi07gLmXMHEMUmwIcxYsSFT841CoYjrDBiJRMTOgInJgIJotlgs4u9ZEGEsiUHWbJHK4cnCeTIZ4kSyUMRcr0+/jNhUQ2pPMsdxOOrsRSAShkWpQa3emtTvMlnVItYWlkrASWkLz/NibVKfz4cPP/xQPDcsFgsqKipgsVjw4+Nb8IvGt3DPzNV4qGZG1m2SklxP+NZlNXAejNahHvqoBUU5FslANOTC37wN/tZdkM+5YuIfTCOkFgBSb58VG7LFaMmAbrdbjGtua2sTcywAoK+vDzabLakci2zBkjBlKcSBpXGZasSJ5CNHjuCKK67Af/3Xf2HdunUoKCg44wUzC57kffZuAMAia2lSBzLP83BnONRCsEVqISaQa1tik+yEmOJAIACtNpowVldXN2pr2FpDNLRh12BHVu2baDz8rbsQaP0IqoqFUNetypodudwn6iITdNV58LQOIDjkge9Ef86PTzEuuXUXJv+shiAySy7FD8dxMBqNMBqNccmAvb29cDqdOH78OIaHh2EwGERxbbPZcloViyUxyJItLCURTjXiRHJxcTHWrl2L73//+7jvvvuwbt06XH/99VixYgXy8vLEO8YzCSZEsiMqkhcnWR850O9GYGAYAKCtsEFpzMwkxJJIBrIryGKT7ARRzPO82MmurKwMJpMJdrsdx48fFx9BJrLUFk2C2TvUiTAfgZzLzkQ00WTrO/o2nK/9D/Srb82aSJZiwrcsq4GndQAA4NrbBiTfZycjqKqXAnIlOKUa4Nl4ykJI/1RFsEFqESSlDUIyYFFRERoaGrBmzZq4ZMDW1lYcOHAAGo0mroJGMsmA6cLCPhHsANjJ6ZJ6XFjYJ+kSJ5Lz8vLw+OOPAwB++9vfYuPGjTh69ChCoRCuuOIKnH/++Zg7dy6qqqoyUl+RBVQqFcLhsNgaOtfIZDIc+Lh0V7K1dt2N3eL/DbMzl0zEkkjOtC2hUEjsYJeYZGe1WlFTUzNqkt1Edswy5cOgUMEdCqDB2Yd5WWrkAYwvDE7XSM5uSEKujw99XSGUNj2Cg8Pwt9uhtKhzun25pQzlP+sAp9TA6XTmdNvE+EzlC++ZRKwAGy0Z0G63Y2hoCF1dXTh69CjkcnmcpzmTnQGlFoOxdgDsHKMshH5Ivf10GTNxr7i4GKWlpTh8+DDeeustPPfcc/jWt76FyspKnHfeeXjggQeYOSAngxA/JTxazzUBRNA4HPWULU6yHbX7WIxInkkieTQCgUBcKTYhyc5isaCoqAizkkyym8gOOSfDImspNve1YvdgR9ZE8kR2Rpy9UXvM2avAIMW5znEcrMtq0PvvQwAAQ3dua5pzHAcoz7wmSsTkYeH6x4oNY6FQKJCfn4/8/HwA8cmAg4ODaG5uHjUZMF2HFQvjIdgBsCMMqU5y+owpkhUKBXw+HwDgkksuwSWXXIKjR4/innvuwaOPPkoiOUMEEMGtZWehO+JDqXbicJag3QN/T9SjpS42Z6SqhcBUbSYSm2QnCOPRkuzSiY1Lxo4lH4vkXYMduLlmccrbSJZkPMnZrJE8kQ3ZwrSgHP2bGhHxBaEbCCPk8mX0uE8WPhzK+TZZReq5X+rtCzZIDSvjkKwNYyUDCqJZSAY0mUyip9lisSSdDMjCeAh2AOyIZBY8yVOVMUWywWBAMBiE1+vFu+++i9deew3bt2+H1WrFI488AoCdeJvJIISNhELSXAAtCg2+VXuueKc9EbFeZOOszHoNp4onOTHJzm63IxgMwmg0wmKxoL6+HmazOSMhQclMLEvzonHJu7OYvDfRvgm7PvYkZ1kkS4FMKYdlcSUGtzWD4wH73pMoOD93zUWCfc0Y+NOtCA0PgV/325xtl2AfEh5R0h2H2GTAyspKMRlQiGtubGwckQxotVrHdGixIpKFykws2AJEx0WKcFIBVsYhHUaIZKEMXF9fH1wuF6644gocPHgQ1113HR5//HEsXLhQAjOzR6wnWQpSLXUWF488TURyJBIRm3YIccWjJdllaxKYaEyW28pxe+0SLPs4iS8bTBhu4Y6G7MgMeZLZkE0si6sx+OEJIMLDua8NeefMgOz/s/ff8ZGd5fk//j7Te1Wvq9Vqd7XdDdvBi40xNgZsMCT5AI5xMC3EQBJCgIQEDKEEh4QWyu9DICGJKZ8EUwz5GoMLNti4b5FWu1ptU28jTe8z5/fH7Dk7I436lEdaXa+XX15pRnPuec5znuc697nu69ZVZtHXOupJjRwFOYs25qvIMTexieVABFJYyhjyOwM2N+fkh8lkUs00nz17lqNHj2I0Ggt0zUoxoCgZ083CvY2DApKcyWT4+te/zk9/+lOefvppXvayl3H77bfztre9TR3gTCaDJEnCnPy1QiHJ1XK46E8GcKXiLCf/l44kiA3nWg8bvFYMXltJYxGFJKfTaaLRKOFwmBdeeEEtslN0awsV2ZUDyxmTBrOdL15afg/dBTPrqQRyPASUlyQvFkO5obObsHTVET0xQSaaJNw3hmNv+W5K8qEx2tA37SI10oPRd6Iix9zE4hBhnRKBeFwMMRgMBurr66mvz9V75BcDjo+Pc/z4cbUYMJvNEg6HsVqtVeUom3KLjYMCkpxMJvnQhz7EO97xDv75n/+ZPXv2zPuDaqbsywFJktDpdFUhyalshvePP0Vq7LccvfnPaLe6Fn1/+OSE+u9SFuwpqBZJVors8jvZ6fV6NBoNDQ0Nyy6yKwdEuXFY9Lufb0mdDU+jMbvKGkM1x8JxSRvRE7lrYPa5s9j3NFdsThjaL98kyYKh2pu+COuCCKg0US9WDBgMBpmdnWVycpLe3l56enpU5yKPx4PT6USnq1yDYdFI8mbh3upRMGvMZjM+nw+z2YwsywUShGw2W/D4G9gwjUaq5ZXcH5omJWexafW0WpxLvr9AalEmklzuLneK5iy/vXMsFlOL7Nrb23G5XExPTzM9PU1T0/Js8cqF5S5yyWyGI/5xZpMxXtmwrSxxLLQpV6olNVSXGBibnCQtEoaoTGI8QHzUj7l5eR0q1wrDlsuJPPnvGGY2STJsEkQF1SZBF0MmeSloNBpcLhcul4v+/n6uvvpqstmsqmseGRkhkUioxYDKf+XsDFjtMZmLascj0lisFPNurf7v//2/ZLNZEokEyWSSdDpNOp1Gp9MRiURIJpMkk0my2Szf/OY3qxFzSSFJEnq9viqa5EOzudbSOy1eNEtMokwiRexcTg+ps5swNi5NqleKcmQKlerlfDu2VCqFw+HA6XTS1dVVtMiu2m2p87GcMfnd9CCvffw/aLM46Xn1n1ctjnKi2gudJEmEG3R4TuduaP3Pn60oSQYwzpxEzmaQNBvridp6Q7U3fVFQ7TVBlBggF4eSMbVarWoxIKAWA87MzNDf308kEsFqtaqZ5sWKAVcD0TrcbcotVo95JPmzn/0sk5OTmM1mHA4HOp2OWCzGzMwM3d3dOBwODAZDRR9dlBvVyiQfOd+Outu6tI40cmoKOZMjjbbt9WWZ8KUgyQsV2TmdTpxO57KL7ES5oJc7JgfcTUjAYDTAZDxMnalyevHkSA+Jk0+gb9yFace1JT3uXFRzQ5QkiahXS80YZGMpQn1j1F7fjc5Wfh9jfcMOMNrQJMKkxvowNM+XopULytOXdDrN2bNn6evrQ6/XI0kSRqORRCKB0VjZJisgzjVaLYhA1EWIAcSYC4tJHMxmM2azWX0yqRQDzs7Ocu7cuXnFgG63G5vNturvJcp5UbApt1g95jHdf/3Xf+XLX/4y//Iv/8L27dsBmJiY4H3vex+vf/3rectb3lLxIMsNg8FQXZJs8Sz53nK6WihYDUlWOtkp0olQKKQW2Xk8nlUX2VVb/7rSOBx6IzsdtfQFp3h+ZoSbm3aUPJaF4kj0P47/hx/BfOkbykqShVj0NRKOfS34nz4DWZnAoSG813SV/bCSRot+16uYnZ6gnvKOQ74NllKgpFhUmkwmtm7diizLnDp1ikAgwKOPPorNZsPj8aj/lfNR8iZyEGF9gupfl6IRwuXEUqwYMBAIMDMzw/j4OCdOnFBlHEqm2eFwLHsfE21MRItnPWEeSf7TP/1TfvjDH7J9+3YymQyyLFNfX68W8t1yyy3YbDYymcyGySbrdLqKyy2ysswRvyK3WJwkZ9MZIqdzPrgasx5z69KkejVYTjORRCJRQIrD4TAmkwmXy0VjYyPd3d2YzeY1X5AikeTl4jJPM33BKZ4tA0leLI5seBoAbZmdLUAMYmDf34r/mTNw3jPZc3Unkrb8WRLrH36J/hdfpLt5d0k/dyFSrGgom5qacDgcPPvsszQ0NOB2u9Hr9fj9fjKZDNu2bSvoYHbo0KENT5pFmIcgBkGtNkQhYGvxJtbpdHi9Xrxer/pZSjHg7Owsp0+fJpPJzOsMuBAHEmVMFIgm/1hPmHeGg8EgExO5CvL8R+IDAwOk02kkSVIdITYCJEnCYDBUvJnImcgsoXQSg6Sh3eBY9L2xwRnkZAYAW2cdUpkm+1xiqmze+XriWCyGzWYrKLIrx6NeUUgyLH8jutzTzH+dPVSWpiKLjUdG9UheXkOa9Qpl09E7zdi66gn3T5AJJwidGMexq/wFnqXa9PKvK4UYJ5NJnE4nLpdLJcXLdRKamxVLJpPMzMwwMzPDwMAA4XB4Q5JmkUhItSACGRMhBiUOKM28yC8G7OjoUBtYzczMzCsGzM82K9eVaBrgap4jUfbx1WIe073tttv44Ac/CMD+/ftJp9P09/fzF3/xF9x2220l6WImGqpRuOfSm/inS17NieFz6JaYvJGBSfXf1q76ssaVzWYZGhpSibFSZOdyuRYssisHRCHJysKynEXmUnfO/P7F2dGyLEoLjYeSSS43SRblnAC4Lt9CuD93M+9/7mxFSDIAcpbUeD9aTysaw/IKfZS26UpWaq2keCkYDAYaGhpoaMjJsoqRZrvdrhLm1VT6izIPqglRyGG1YxBlHMppuyZJEjabDZvNNq8YcHZ2lpMnT6r+zMr1pBQSijA21SbtIozBajGPJH/1q1/lne98J7//+7+PXq9Hq9WSTCa56aab+MIXvlCVApFyoxqFe16jhXd2XkFf0rbohiPLMpFT5/2RNRKWjtIRoUwmQygUUqUTSpGdz+fD5XLR0tJS1k52i0EUQrYSkrzLWYdBo8WfinM24qfDVjrnhcWOnVHlFhs7k6xAlmXMbV4MtXaSUyHiI7PExwOYGkrv+DIXTb/8M8b/+wy173tgQf13PilWssXJZFKVTzQ2NuJ0Oit2XS1GmpXNfTWkuZobnwhrgwgQgYSJci4q3eWuWDGg3+9nZmaGiYkJkskkv/71rwsyzWspBlwLNgv3Vo95JNlisXDffffxxS9+kf7+frLZLNu3b1cf5W1EVMvdAnIX9GJWZ8npMCl/DABLmwetcfVZ3FQqpTpO+P1+gsEger0ep9OJ1+ulpaWFI0eOsH///qovvCDG4ptPkpeCQaPly5fdQqvZSaPZXvJYls4kl1eTLMqNC+RicV3WzuSDPUAum9zw2v1lP27K3oLRf4bk2ecKSPJcTXE+Ke7u7q4oKV4Kc0lzIpFQNc3FSLPH4xHyCWK11ygRCKooEGEcqr02GQwG6urqqKuro6amhmPHjrF7925mZ2eZmJgoKAZUdM1Op7Mi5HVzrq4eRYXFsixjNBrZtm2b6ous+ApuRFTa3UKWZb43eIRdjjqMyGgWubgLpBbbVnajkkgkCvTE4XAYs9mM0+ksWmSXSCTU+Kp9QYlCyFY6Dm9pLw9RW2w8sqHKyC2qjbnnwrG7melHj5NNpAkdG6Xm+p3oLOV90pVwd2EbeoLY6WeIjI2pxDhfnygaKV4KRqOxKGn2+Xyqp6xCmr1eL253ZbypRYcI65MIa7UIMShxgDiEXaPRLFoMeObMmRUVA64Fm4V7q0fRs/Hzn/+cf/zHf+TIkSNks1lqamp43etexwc+8AFaWloqHWPZUWlN8lg8xJ88+2O0ksTje/4A7aIk+UIrauu2ugXfl18MpPwXj8fVIrstW7bgdDoXlcusJGtabohCkhVUO5bFFv6a9/w32dA0Om971WKoJNTHqgYdjn2t+J89g5zJEjw0hOf3St/tECAejzM1NUXMlfv86OlnmBkdxeVysXPnznVFipdCMdKsyDNOnDhBJBLBYrGQTqeZnJxU3TYqiWpfjwqqfU2IQFBFiCE/DpFiycdCxYBzOwPa7fYCv+ZSSFyreY5EOSerxTyS/KMf/Yi77rqLW265hQ996EPYbDZOnDjBPffcw9jYGF//+tdxuVxVCLV8qLTc4vD5Tns77LVYdAs7a2SiSWIjswAYvFYM7guZ/PxOdsWK7Hbs2LHifvWbJLl4HLD8MYln0vxk5BjHApPcs+cVJV0cForB2PGSkh1jtTFUC67L2vE/ewYA/4uDuK/qRNKsfcznaooTiQRWq5WEeytIGnQxHwe2NaN1lsezXCQYjUYaGxtpbGwEcqR5aGiI06dPq6TZ4XAUaJorVdy7iepDJJIsCpZTKJdfDNja2goUFgMqRbZKMaDy32osVkU5R+sRKoNS0vFf/OIXec973sNnPvMZ9U3XXnstBw8e5IYbbuD06dNceumlG2rQK02SlSYi+1wNi7ZfjpyehPPXvXlrrbppK7piAJfLhdPppLW1FbvdvqZs1iZJLh4HLH9MNJLE3c/9lGQ2wx93XFay4j0RrrVqx1Ds+Aa3FcvWWqKnp0gHY0ROT2JboSwJipNiJaOj3HAmEgmee+45dA07SI/1kTz3AuZ9ry7FV1tXMBqNeL1ehoaGOHjwoDp2Pp+P48ePE41Gq0KaKw0R9sDNGArjEEVSsNpYFioGnJ2dZXBwkJ6eHgwGg0qYPR7PsooBN+UWq8e8NOPExITaaS8f27ZtQ5ZlotFoRQKrJCqtSe4N5HTGCkkuRsBSqRQzvUPqzwORMeTeWVwuF16vl87OzpJXym6S5OJxrAQGjZbdznpenB3lkH+0pCS52HikfeeIHf1fdJ72ihA2Ec7JXLgubSd6egqAwAuDyyLJ8Xi8wKc4Ho9jt9sXfQqjaPYNbZfmSPLg8xclSVagXBsmk6kg0xyPx1V5xlzSrGia16q7FGEeihJDtQmqCOMA4sQBpTsv+cWAkHOkUtatyclJ+vv7kSSpINNcrBhQhHmyXjFvpbr00kv5+c9/zsGDB+no6CAej6PRaPja175GTU3NhizaqLQmuSeQ0xnvdtYjxXLkRymyUzLF4WCIpnMJNAAGLQdecRUWq7WsE32TJC+MlcRyibuRF2dHeXFmlNtaStedrVgMyeGj+P/nwxi2XFF2wibKIjt3HKyddegcJtLBOJFTk6QCUfROS8F7lGK0YqR4+/btK5ImWQ7cis7ViGnXjSX7ThsJJpOJpqYmNRuWT5r7+vqIxWLzMs2rIc0izEcRYqg2RCFgomWSyzEmWq12XjFgKBSaVwzodDoLiHM1fZJF2sdXA3VlUibXRz/6Uf7wD/+QW2+9lVe+8pVYrVb6+/t56KGH+NjHPsaOHbl2uyJcFKVCJTvuRdJJTp3vkFYTk5mamiISiTAxMVFQZGcMZJh49gUA7NvqsdpsZY9NNJIsAlYzJgdcuYzaofNtx0sZx1xkoznNusZamZtXEebGXEgaCeeBNnyP9wMQODSI/aqOAvlELBZT5RMrJcX5kGUZ896bMe+9udRfY8OiHKRZxHlYDYhCUEWIQZSxgMrFotFocDqdOJ1OtmzZMq8Y8NixY8RiOQvZs2fPUl9fX7JiwIsF81ai3bt389hjj/G1r32NX/7ylyQSCVpaWrj//vt5xSteUY0Yy45yZ5Kz2SzhcJhAIMCTY6eRAZekJ+nzo9PpsNlsHDhwoGBjmOrpU/+9mKtFKaFUoYqwAYkUB6w0k5wjA4dmx0q6WBaLIRs5T5It5SfJ1d6AFju+aWc9PNEPMkw/e5ojqRHszpxPcVdXV9mslTaxcswlzUqx0szMDMeOHSMejy+LNFd7PopAyjZjEC8OqJ4GuFgxYDwe59e//jWAWgxosVgKdM2rKQa8WFB016itreXjH/84H//4xwt+PzIygsvl2nB+yaXOJGcyGYLBoCqfCAaDSJKE0+lkj7eJ//K+npRew2VtexkeHsbn883bBCLnNZYA1o7aksW2FEQipyLEASuPpTuv896ZyCxbbZ6SxFAM2agfuLgyyfnyJCVbHI1Gqa81op9MoEnJXNqwA9ee8tlVZsI+kueeQ+tuxdC0q2zHuRgwt1gpFoupmea5pNnr9QrjriTCtSACRCGnosQBYsViMpkA6OrqwmKxkEql1Ezz8PAwvb29BcWAbrcbu91esvhFGYfVYsnUSigUYnp6mmeeeYavf/3r3HPPPVx33XVCTYK1Yq2ZZKWTnUKKQ6EQer0el8tFbW0t27ZtKyiyy1epFiNgqVCc5FQIAFOTC61l6RaxpYIo5FSUOGBtxXtH/eMlI8lFM8nRiyOTrJBigBdffFGVT7hcLrZt24bT6SS1NcDw954GIHR4qOQkOf/7B3/+acJP/Cv269+H4Q2fLulx1gPKeW2azWaam5tpbm4GCklzb28v8Xhc3finp6er+pSg2nugCPuwCDGIFAeIF0t+PHq9fl4xYCAQmFcMqDQ58Xg8a+4MKMpYrAZFV5ZMJkM0GuXQoUP85Cc/4YEHHsDv93PNNdeod/vr+UvPxUpJslIZrxBjxVzf6XTS3NyMy+XCZDIta4yKtaWO5mWRLRXMIoM45FSUOBSsNJZ/uewWPAYLTSVsT704SXaV7DgiIJlMFmiKo9EotvO6/Pb2dmpra+fZiunaveg9VlIzEWKDMyR9YQze8mj5De2XwRP/SnLwhbJ8/iYuYC5pjkajnDp1iunpaXp6ekgkEjidTlWecbFIa0TpMCcKIRQlDhAvFlh4nmi1WvXa6ezsnFcMeO7cOdLp9LxiwIvhGoMiJHlsbIwf/ehHfO973+PIkSPs3buXD37wg9xxxx3q3ftGg8FgIBwOF31Nsb3LJ8VKZbzT6aSjowOXy4XBsHS2V5ZlPnvs1+xw1PCapp2YtLqiZLBAarG18iR5Id/mSschCkleTSx7XaVtMrGg3KKCmmQoXwYx3w80nxS73W46OztxuVzo9XoeeeSRBX13JUnCdUkbUw/n9Pz+F85R98rSuYvkw9B+aS7uwUPI2QySZmN021sJqkUCLBYLLpeLRCLB5ZdfTjQaVTPNxUiz2+0uSzfEahMhUdZHkeIQhZhW001iLtQOpcvMBC+3GNDhcCzZGVDJYq9nzGsm8td//df8x3/8B+985zv51re+VeCZnE6n0Wq1wpz8UkGv16ua5GQySSQSIRQKqcQ4k8msqZOdgpFYkH/o+zU6ScPY6/8amE/A5GyW6NlpADQmPaYmZwm+4fIhCjnNL5ir9nwTZUyKxeC67VNkZofRt+wr+/FLOQ75pFh5GqO4u+ST4mIxLAbH3hamf30COZ0l2DNMzXU70ehLT5B09duRDFbkZIT0RD/6xu6SH2MTCyN/HlosFiwWCy0tLciyXCDPUEizy+UqyDSvlTSLsB4oqPb6KEoMIuwVCkSLBVZ/jhYqBlRI86lTpwiFQgXFgG63G4vFssQnrw/MY3r79u3DbDbzm9/8Bo1Gw80338zevXupqanBbi/do2NREI1GGRkZ4emnn+blL385vb29/P3f/z1XXXUVLpeL9vZ27HZ7SSpVFX/k7fYajNrc0Gs0moIFNz4aIBvPNTaxdNQgVbhCVhRCKBpJXg2+cPw3/M43xOcOvIotayysW+i8GFr2QsveNX12JaCQYoUY55PirVu3LkiKVwqt2YC9u4ng0WGy8TShvlGc+1pL8A1yUDccjRZD2wESA78lcfb5TZJcBRS7LiVJWpQ0Hz16tKSkWYRMcrXXRxHWaJHiALE8m5Unw6Ucm7kNhBYqBnS5XNTV1dHe3l6yY1ca83ySP/CBD/Dud7+bn/70p/zHf/wHd9xxB42NjVx//fVcd911XH/99dTU1FQt4LViZmaG3/zmN/zmN7/hiSee4Pnnn8dsNmOxWPjDP/xDPve5z3HZZZeV5fFcb14TEQVzyU+1XC0WiqdaEMmzGVYXx09G+nhhdpQ/bNtbEpJcbaxkbhQjxVarFbfbvWZSvFQMzkvaCB4dBnKSi1KS5HwY2i4lMfBbkoPPw9V/VJZjiApRrsulsBRpPnLkCMlkcsWkWYTvL0IMIA45FSUOEC8WWL7cYjVYqBhwZmamot2My4GimgGr1cqb3/xm3vzmNxONRvnv//5vfvCDH/CmN72JL37xi7z//e8nk8mUhUiWG+9///t57rnnOHjwIO95z3s4ePAgP/jBD3jyySf50Ic+VNZj95xvR73XVUiS8zXABUV7FdYjw/zMdrUhQiyrvXG4xN3IC7OjHJod442te9Ycx9wY5Eya8OP/F43VjeWy30fSrj0Tu1qkUqkCTXE+KV6Jbr8UMDW5MNY7SEwESYwFiI8FMDWWXrZk2HIZAMlzm8V76wXFSHO+pnl4eJhUKjWvEHChvU4EIlTtGEQhhKLEAeLFApWdJ0oxoNvtFmIPXwuWFNZaLBbuvPNO7rzzTkZGRojH4wDLJsiPP/44//iP/8jzzz+vFgW+/vWvV1//4z/+Y77zne8U/M1NN93Egw8+qP48MzPD+973Ph544AE0Gg1vfOMb+dKXvqRWuwMcOXKEu+++m2effZba2lre9773FSW9//7v/z5PT2w0GivSca/HPw4snEnORJPEx/wAGGrt6O2VL5TczCTPx2rH5IC7CXiewyXovFdsgcvGAvh/+BEALJf9wZqPsZIY8kmx3+8nHA5XhBQvZ6GXJAnnJe1MPngUAP+L52hoXLtme+6xjduuwX371zBuuXzNn70aVPvaEEFqsFZIkoTVasVqtdLa2rogac7PNDudTiEI0KbcQsw4QKzCPSWWasYjylisBguS5JmZGQ4fPszk5CR1dXU0NzcXFPEtF5FIhP3793PXXXfxhje8oeh7XvWqV/Fv//Zv6s9zqyRvv/12xsbG+OUvf0kqleJtb3sb73rXu/jud78LQDAY5MYbb+SGG27gG9/4BkePHuWuu+7C5XLxrne9q/ALFym4K3fHPYB4Js3JUK4d9Z48kpyfuY2cL9iDyrtaKNgkyfOx2jHZd97h4oh/fM0LeLEYFPs3yeRA0pbXjieVShEKhYhGozzzzDMqKVbaqFcyU7ycc+HY3cT0I31kk2lCx0apvb4bram0mXatow7bRSazEAnl2HiXIs1DQ0NqphnA7/dTW1tbFf2pCGsjiBWHKGRMJE2ySOOyHlGwsyqD+Zvf/Ia7776b3t5e1cLjwIEDfPCDH+Qtb3nLig5w8803c/PNNy/6HqPRSENDccusvr4+HnzwQZ599lkuvzyXsfnKV77Cq1/9aj7/+c/T1NTEfffdRzKZ5Nvf/jYGg4Hdu3dz6NAh/vmf/3keSS4Gg8FQdt3M8eAUWWQ8BjMNpgsZ8Hy5RbSK1m/58Yiw6IlEkleLbkcdOknDTDLGSCxIi2Vtj/wXIsnl8EhWMsVKtjgcDqs3r5UmxauBxqDDvqeZwAvnkFMZQr0juC7bUu2wNlEiVGpdKEaaI5EI09PTzM7O0tvbSzqdnqdpriRBqjYBEoWEiRIHiEWSRcpqr0cUkGRJkhgYGOCjH/0oHR0dPProo3z84x8nHo9z22238eEPfxibzcatt95a0t7kjz32GHV1dbjdbq6//no+9alP4fV6AXjqqadwuVwqQQa44YYb0Gg0PP3009x222089dRTvOxlLyvYtG+66SY+97nPMTs7i9u9eNGUXq8vO0ne52rg8Kvez1gsWDBhFVIqy7JatCfptZhaKuN7OxebJHk+VjsmJq2OHY4aegOTHPWPr4kkF5VblNAjWekaqWiKw+GwaunT3t6O2+1mdnaWoaEhtTijGljJYu+6pI3AC+cACBwawnlp+5o3i7nzID0zSOzI/yLpTdhe+sdr+uxNrAzV2PgVOyyTycTx48e55pprSCaTaqZ5cHCQdDqtdiorRbeyhSCK3EKUGEQjySLFIgphX49QSbJyUp944gnS6TRf+9rX8Hg8SJJENBrl1a9+NT/96U/50Y9+xK233loy8vKqV72KN7zhDXR0dHDq1Cn+5m/+hptvvpmnnnoKrVbL+Pj4vE1Zp9Ph8XgYH89pfMfHx+no6Ch4T319vfraUiS5EplkjSTRYXPTYSuMRSFgyckQmUgCAEu7F42uOkWRIjUTgfVNkgH2Ohs4HZ5hMhFZcxwLZpJX4ZyRTqcLNMX5Ppft7e24XK55sidRFv3lwljnwNTkIj7qJzGZK+IzNblKeozUSC/+//kQuoadFxVJFuG6FAH5HrJtbW1qplkhzUq3snKQZlHOgSiEUJQ4YDOWjYR5QsZwOIwsy2r7abPZrOp1LRYLk5M5h4ZSXaBvetOb1H/v3buXffv20dnZyWOPPcYrXvGKkhxjKVSCJC8ERZOcr0e2dFTPYk+UTDKIE8ta4rj3wM18/YrXoZXWtikWzSRH/cDyMskLkWKXy0VbW1tRUlwMIpyPlcTgPNBKfNQPQODwYMlJstJ5Lz1xgmw8hMa08bzkNzEfC2Vxl0OaM5nMvELAtZDmahMgUUiYKHGAWLGU8qn/xYh5JNnlcgE5smyz2dDr9cTjcUZHR+nt7eXlL385UD7Pva1bt1JTU8PAwACveMUraGhoUIm5gnQ6zczMjKpjbmhoYGJiouA9ys8LaZ3zodPpykqSZVnm7ud/SofVzbu3XYlDf4GMKJnbaD5J3rJJkqH6i7+CtcThMpTGoWSxwr1immSFFCvEOJ8Ut7a2LthGdKkYqo2VxmDvbmLyV8eQkxmCx0apfcUuNIbVFTkWO7bWUY/W1UzGP0Jy6DCmrmtW9dnrEdV2t6j28ZeDYqQ5HA6rpPns2bNks9lVkWZR5BaiPM6v9pzIh0jEVKRxWY9QdwtlELdu3YrH4+GZZ57h+uuvx+l08sQTT/DmN78Zi8XCu9/9bqB8JHl4eBifz6d2crn66qvx+/08//zzXHZZzpf0kUceIZvNcuWVV6rv+ehHP0oqlVIbFPzyl79kx44dS0otIJdJLqe7xWQiwn+dPYQGifduv7rgNUmSkDNZYkMzAGhtRgxeW7GPqQhEI8mixCJCHHNjsF7xfzC07EfrappHisPhMCaTCbfbvWpSvJwYRIfGoMOxq5nAoUHkZIbQsVGcB9pKegxD+6XE/CMkz71QcZK8uflVFysdf0mSsNvt2O122tvbFyXNXq8Xj8eDw+Eout+Kci2KFIco14NIsYhQuFft468F81IqBw4c4O6771bJ5p49ezh48CC33HILd9xxB2azeUUHCIfDDAwMqD+fOXOGQ4cOqXfNn/jEJ3jjG99IQ0MDp06d4kMf+hDbtm3jpptuAqC7u5tXvepVvPOd7+Qb3/gGqVSK9773vbzpTW9SJSFvectb+MQnPsHb3/52PvzhD9PT08OXvvQlvvCFLywrRoPBQDqdLtvE7jvfRKTD5sY8p+GDRqPBEM4ipzIAWNprqu5nKMqiJ0osa43jo4cf4pcTA3zhktfw0trVteecOyfS6TQBycGsuQv/hJ/QwBOYTCY1U+xyuTCZKu+zXQms9Fw4D7QSODQInC/gKzVJbruU2OEHSA5uNhXZxMqwFGk+c+YM2Wy2QNOcT5pFIB+iEEJR4gDxYhElq70eMY8kW63WAsu25Vi4LYbnnntOlWhAru01wJ133snXv/51jhw5wne+8x38fj9NTU3ceOON/P3f/31B1uu+++7jve99L694xSvUZiJf/vKX1dedTicPPfQQd999N5dddhk1NTV87GMfW5b9G5Q/k3wsmCPJ3Y75rgCSJGEKXiiUq6bUAsTquLdRSPLpyAzHg1Mc8o+tmiRnMhnS6TQDAwOqplghxS0tLRUhxaIs+iuFscGpduCLj+WK+Ix1jpJ9vqJLvpg671X7uhTl+KW+JhYizT6fj9nZ2QLSrDTTEuHRvghrg2jEdDOWjYFlifPW0rHluuuuW3RB+8UvfrHkZ3g8HrVxyELYt28fTzzxxIrjg5wFXDk77h0P5qzduh3zvY8lScIYyCfJ3rLFsRyIQkxBnFjWGsdeZwM/Hz3B0fMdF5eDdDpNIBBQ5RPBYBDIWbU1Nzfn2n32P0w2eAZjw8vQVShrXO3zsZo1SJIknPtbmXyoF4DAoUHqblx9m/C5m46h7RIAMjODZKP+svhWb2I+1oMmea3IJ81btmwpIM2Tk5PIsszDDz+M2+1W5Rl2u72ipFkUEiZKHCBWLCLILdYzlkWSq32XWm6Uu+PesfNyi27n/EyynMpgiORIst5jRe9YmZyl1BCFmIJYsawF+90XOu8thEwmM6/Qzmg04na7aW5upq2tjZMnT9Ld3a3+zcQvPk/y3PPUvOv76NwtZf8eoiy0q5kT9t3NTD3Sh5zOEuwdoebl3Wj0K7NZXOj7aywu6j74MPrGbjTG6tUTVBoXA0ldCpUeg3zSXFNTw5NPPsmVV16pyjNOnTqFLMuqNKMSpFkUQihKHCAWMa2m3EKU63QtWHGZt0gTsVRQNMnlgCzLi2aSEyN+pPPzqNpSCxCLmIoSSykyyZB7opDIpDFqdWQyGbV5h9/vJxgMYjQacblcNDc343K5CvT/gUBgvrtFPJddlsylkw4sBRHOx2qgNemxdzcRPDpMNp4mfHwMx97S3VgYt1xRss/axPJwsZN0hfw4HA4cDoeaaQ6FQgWkGZinaS7l2InCCUSJA8TSAYs0LusRyyLJ6XQaSZLQarUbcrDL6ZM8lYgQzaTQSRq67PNJcOycT/33JkmeDxFiWeuYtFqcuPQm/Kk4vzr2Ig1JDcFgEIPBgNvtpqmpiV27di1aFFvUJzkWAkBTIZIswrW/lhic+1sJHh0GIHB4qKQkeRMXJ6pN1Iv5NBcjzT6fr2ykWRQSJkocIFYsImjW1zMWJcnnzp3jiSee4NSpU2i1WrZv386VV15Je/vqio9ERTnlFnUmGxO3/Q2D0QAGzfzHu9Gz50myBJa26uqRQZyOeyBOEeFqSLKSKVbkE62yET9xekOTXLLlkiVJ8XJikM9nkjWmzUzycmBqcWPw2kj6wsSGZkj6wiWzW8yEfQQf/BzpqTPU/Mn/E2aD3ER5sF6ug3zS3NHRgSzLBIPBBTPNXq8Xu92+ovkryliIREw3Y7mA1daziYKiJDmdTvPtb3+bP//zP0eWZaxWKwChUIimpia+8pWv8NrXvraigZYTBoMBWZbJZDLodKtrNLAY9BotnTbPvN+nIwmSU7lsoL7Wjtasn/eeSmMzkzwfy7nA55Li/ExxY2Mj10o7yEyfpaW5RbUuXCnyx0LOpJCT0Vx8FeryJspCt9o5IUkSzgOtTD3cB+QK+GpfsWtVx5+XwTOYCT/+TchmyPhHKqIRv5ixXtaFcmI15EeSJJxOJ06nsyhpHhgYQJKkeZrmpY5T7bEA8XTAosQi0risRxRlhL/4xS/4kz/5E972trfx3ve+l9bWVmRZ5tixY9x7773ccccd/Pa3v2XXrpVvMCLCYDAAkEgkykKSF0J+lz1j69JNTyoBkUiySLHMjSOTyRAMBlVNcSAQwGAw4HK5aGxspLu7G7PZrC5On25sXNNCNfdvs7Gg+u9KyS1ADHKyFjj2tDD92AnkTJbg0RG81+5Ao1tZAV8xaAwW9I27SI0cJXnuhQ1PkkWYB9WWOlQbpSBic0lzNptVNc0+n4+TJ0+i0WgK5BlzSbNIhFCUOEQipiLpo9cj5jHCYDDIl770Je644w6+9a1vFbx27bXXcu2113LzzTfz2c9+lv/8z/8U6gJZLRSSXA5d8nue/QlZZD648yBd9kI5RTRPj2xocZb82KuBSMRUlFgkSSKTyTA7O1tQaKfT6XC73TQ0NLBz584CUlzsM9aKgkyyUrRnsCBpq/8EolJY6zhqLQZs2+sJ9Y2RiSWJnJzA3r28zP5Sxza0X6qSZMuBW9cU53rAxU5S1/u+VwwajWZB0jw9PT2PNHu9XmEIoUhkULRYRDg/6xXzSHIikaCnp4fPfe5zRf8gm83yJ3/yJ7z//e8ve3CVgtJdsNQkOSvL/Hi4l0gmxV/umN+uNjaYI8myBPqGyjwyXwoiaZKrSZKVTLGSJfb5fOj1etxuN/X19UuS4gU/V86SlWX0RfTpi2HucTT2Wmre/QPkdGJFn7MWiHLTstYYnAfaCPWNAbkOfMslyUvB0HYpkSe/Q3LwxZJ83iYWx8VO0itBfoqRZkWeoZDmbDZLIpEgm83i9Xqx2WxVOTcikUGRYql24Z4o47BazCPJGo2GmZkZ2toutG4Nh8McPXqUq6++Go1GQ1NTE6FQqKKBlhNKd79Sk+ShaIBIJoVBo2XrHE1yKhQnNZvTlKbsWtCKcdcpChGCysaSzWbnaYqVTLHJZMLtdtPZ2bmmC/5Pn/sJPxzq4f9ecRuva1mZVGnuWGiMNsx7V98JczVY74udAnO7F73LQsofJXp2mpQ/it5lWfPnGtoOAJAaelGoTXIT5UG1z2811mmNRoPL5cLlcrF161ay2Sy/+93vMJvNBZnmfE1zpUizSNfcZiwbB/NIssFgwGazEQ6H8Xpz8oDTp0/z0pe+VM0wyrJMfX09UP2FohTQanNZvVI7XPSdb0fdZfeim3Mnp2SRAdIuvTDZW1EcJaC8JFnJiCgSCoUUu1yueZninp4e9Hr9mue6BolYJs1h//iKSTKIk72qJkqx3igd+KZ/fQKAwJFhal62fc2fq2/cBToD2aifjO8supqONX/mJsREta8DBdXefzUaDTqdjtraWlpaWgoyzZOTk/T391eMNIsi+wCxiKlI47IeMY8kG41G9u/fz/33388f/dEfkUgkGB4exuHIFQdlMhkeeOABrrrqqooHWy5IklSWhiJ9Sqc9x/xOe7HBGfXfaZdeqEV3I8aST4oVCUU+Kd6xYwcWi6XoYlKqOPa5lu68txDmxpUa7yc5+Dy62k6MHS9Zc2yriaFaKMW5cOxtYfrxEyBD8Ogw3oNdy/5+Cx1f0hvRN+0mGxgnExjfJMllhAhrVLWvB1GIWH4cxTLNgUCggDRrtdqCQsBSkmYRxgPE0ySLEst6RNFM8lvf+lbuvvtu/umf/glZlpFlWc0qA/T29vKhD32oooGWG+XwSu5bpNNeVMkka6RNkrwA1hKLQooV+UQgEFAX59raWrZv374gKS5lHPnYe54k9wYmVvX3+THETzyK/7//CvMlt2F8e2VI8kaCzm7CurWWyKkp0sEY0bM+rB1rb+ZT92c/vyhaU4tA0Kp9/GpDlHUaFmnZfr7IT5GrzSXNJ06cQKfTFWSarVbrqs6tSBlTkWKp9rUqyjisFkX9zu6880718bJWq0Wr1aq6Xa1Wy7/+67/i8cz3/V2vkCQJvV5fck2yIreYm0lOh+OkZiIAmBpdaPRaYRY80UjycqFUYSvyibWQ4mJxlGJMdjlz82AkFmQ2GcNtWFkzEbiw4MkxpZFIZQs+qz03SrngOva1EjmVu5ENHhkqCUm+GAiyCKj2PKw28RAlhpXGsRhpnpiY4Pjx46smzaKMB4gVS7UL99Y7FjQFfstb3rLgH20kgqyg1JlkWZZJy1kkYOecTHK+1MLS5kGSQlVf9BWIRpIXimUhUuxyudZMissFp95Em8XJYDTAscAkL61dfufKeT7JigVcBT2SRRnLUs1P67Y6NGY92ViK8IlxMrHUog19VtOFTJQx24i42N0tQIz5tRZCWGrSLMJ4gFgkeVNusTYUJckvvvgiiUSCZDJJKpUimUySyWTQaDT4/X7e9KY3bbhBL3UmWZIknnrle4imU5i0hcMczSvaM7d5kWbCwhTuiUqS80mxoilW9G+1tbV0dXWt+jHdSuJYK3Y56xmMBugJTKyIJCtQFl+lmUglG4kox98o0Oi0OHY343/uLHImS6hvFNelKz8n+ZBlGd+/3kHi9O+o/8BD6Gq3lijaTYiGapMgUa7FUhLCYqTZ7/czMzPD+Pg4x48fV60455LmTYlDcYgUy3pEUZJ83XXXEYlEVMmFJEmqD6LFYuGNb3yjKr/YKCiH3ALAopufmVIzyZKEucWNNDsozIInik9yNpslnU7j8/mYnp4uIMVer5dt27aVjRTPRSlJ8rV1HWgliVbLyprHzP2eSjORSsotRFhoSx2Dc18r/ufOAhA4PLRmkixJEhn/MNnQJMnBF0tOkkVZJ6qNao+DKMRDhBjKORb5zhiQMw5QMs35pNnj8RCLxUgmk0KcG5EI+6bcYm0oSpKPHj2KJEnodDo0Gg3JZJL+/n4+85nPqHrljQTF3aIcJHku0pEESV8YAFOjE41Bd9HYri2GbDZLOBwukE8oN2VNTU0VJcVzUcoxubvrKu7uWrkzTL4mGSCbyGnaJePFpUkudQzGegfGBgeJ8SCJ8QCJySDGurVl5/Wtl5A89wLJoUNYLntjiSLNfW/FocVgMBCPx9VuoZWGCPNAFBJSLYhABpU4KgWtVrsgaZ6amuL06dMMDw8XyDMqLbtTxkMUYlrNeSLCOrFWFCXJ+Y1EFLS2tlJXV8ett97Ka1/72g2nSy61JvkvXvg5vYEJ/qr7ZbyyYZv6+3w9srkt5xgiSvYWKkeS80mx3+/H7/cjSVJBpvjs2bPY7XZaW1vLHs9iEGEjUqCcG/k8SdYYrRU7tkjjUEo49rYyNd4L5DyT625Y3MN6qevD0HYJESA5eGhNcSn6TOXGMRaLMTIyQk1NDclkksnJSWRZJhaL4fV6q9rt7GKDCJu/KCQZqrc25JPmmZkZGhoasFqtzMzMMDo6yrFjxzAYDBUlzaLVI1Q7qy3KOKwWCxbuFcP27dvRaDQkEpVrhVsp6PX6kvokPzczzGH/OMls4Wfm65EtbbkbDVF1wKXEYqTY4/GwdevWeRu8SONSyjhkWWY0FsJpMGHTLS8TOHehcbz6r8n434qh44qSxbUcVPt8lGPBdexuYvqRvpwuuXeE2pfvRFpDB0yl815y6NCKiIwsy+o1MjMzg9/vV0lAY2MjiUSCHTt2UFNTg16vp6+vj2QyicPhYHp6mv7+fvXRs0KazeblO6isFBd74dx63/xLBVHIuizLaLVade5DLtOsaJrnkmav14vH41GbRpUyDhBnfmwW7q0NC5LkTCbD7Owso6OjxGIx7HY7NpuN++67D5fLVcEQK4NSZpKzskx/aBqA7fY5zhZDih4ZTC3u3D8FIoOlkn7IskwoFFJ9ipdDiudClHEpdab/Nb/+Dr+ZPsd3r/4/vLZ554r+VhkPU9c1JYtnuRBl0S81tGYDtu31hPrGyESThAcmse9oWPXn6Ru7QWdEjgVIT59GX9u54HtjsRgzMzNqtjibzS6oux8cHCz4W0Um1tHRQUdHh1rk5PP5GB4epre3F7PZrJIGj8dTNXnGRoMI65JI5FTUOBYjzSMjI/T29mI0GgsyzWslzSKSZFFiWY9YkCR/4xvf4B//8R8ZHR1VfZJvvPFG7r333rJmJ6qFUmqSh6IBYpk0eklDh9Wt/j4TTZKcCgFgbHCiNea03RtBk7wYKXa73csixaWKpdQodRxtVhdMn6MnMLFskizKIifC+ShHDI59rYT6xoCcZ3IxkrzccyBp9Ria95A89zypcy8WkORkMqkS4pmZGRKJBA6HA4/HQ0tLCw6HY9VZn/wip66uLlKpFLOzs/h8PgYGBgiHwzgcDpU0uN1utFrtqo4lAqp9TVT7+KKQn/UURyVIs5JQESV7u1m4tzYUkGRlkn3ta1/jnnvu4X3vex9/8Ad/gMViYWBggA984AO8+93v5r777qOmZu3G+yKhlJlkJYvcafeiy5ucseF8f+QLHQzXoyY5/9GwIp+QZXlNpHi1sZQbpY5j9/mmIsfOty1fbgxwgSBGn/8hkt6EcefL0RgsJYtNdJRrM7ZsqUFnN5EOxXNd+MJxdDbTqj/P2HUNks6IrDPi8/nUbHE4HMZms+F2u9mxYwdOpxOdbkWqt2VDr9dTV1dHXV1uvsXjcWZmZvD5fPT09JBMJtWstdfrxel0CkF2loNqEzMR1iVRUO1zsZY4ipFm5QZWeRozlzRbLIuvt5uZ5AtQ3NHWM4qS5G9/+9t85CMf4S//8i/V19rb2/nf//1fLr/8crV4RJSLoxQopQXcifPtqHfYC28kVKkFYG69UPgoChmEhWNZihRv2bIFu91e0vkg0riUErud9QD0rKI9tdIm3vedd0A2Q9OnTkCFSPJGudaLQdJIOPa2MPPkAMgywZ4RPFctLJNYCKqf9/67mG27jcBsAGP0BG63m/b2dtxud9UkDyaTiaamJpqampBlmUgkopLmM2fOABTomavlJrNcVDu2ah9flP1XlDW6FNpbrVZLTU2NmgRMp9NqpjmfNCvyJSXTPDcOqP78UCDKPFmvKJrCCIVCuN3ueb93OBxqNfVGQylJ8gU98hySPDyr/tvcfGF8RSKDSiwKKc6XT8wlxTabrayPcUQZl1LHsec8ST4V9hFNp4p6aReLQUU6AdlM7vcVdLcAMTbEcsWgkmRykgv3lVuLbi75x1fIZn6xndIQob6+nu7ubiHlaZIkYbPZsNlstLW1qfZyPp+PyclJTpw4gV6vVwmz1+vFZLqQWRdhHlQTInx/kciPCHGU45zodLoFSfPQ0BA9PT2YTKaCTLMCEcYENuUWa0VRknzw4EG+//3vc/nll7N9+3ai0SgajYa///u/p7W1ldraXDGaKJOgFCilJtmmM9BidhS0o86mMsTHA7ljea1oLReySSJokhVSPDU1RTwe54knnlBJscvlqggpnouNSpLrTDZqjVamEhH6gpNc5mle9t/Kskw2Hr4Q26YFXMlg8Fgxt3qIDc2Q9EWIj/gxt8xPFsTjcaamplRtcTqdXrAgNRsLkk3KwktiJEnC6XTidDrZunWrqtWcnp5mcHCQo0ePYrVaVcKcyWQ2/HxYChf791cgClmvRBzFSLNygzw4OEhPT4/aaG1kZKRoprnSEOX8rFcUkGSFAH3iE5/g93//97nxxht56UtfisPhoK+vj/7+fv7lX/6Fzs6VP4YUHaXMJH9m/018Zv9NBcQqPuaH7HlngpZCj+lqaJLzM2BKtliWZfUR64EDBypOiudio5JkyOmSH5s8w7HA8khyviZZTuRIsqQ3I2kqX3hVbY1bOeHY16rKooJHhzC3uAsK4ACeffZZtdiuqakJp9NZ9DqZ/vYfE3vhfjx//C2sl/9BWeMuNeZqNVOplCrN6O/vJxKJoNVq6e/vV4sAK7lWVHtdqPbxlRhEID8ixVHp/Uqn01FbW6smDtPpNGNjYxw7dkwlzUqmWZFo5D+RqQSq6ZMswnWyVhTNJDc3N/PEE09w33338eijjxKPx7nuuuv43ve+R0dHR6VjrAjK0XEvf2IWSC3mZKcqQQbnkmK/3082m8XpdOJ2u2lra8NutxMKhTh69CgOx9q6jpUCIpHkUuO2lt3sczXQfb6IbyVxqN32TLaSx7Wc41cb5ZwT9p0NTD7Ug5zKEOgZYdAdJxQNY7VaVevLq6++elnZIa0tRzCTgy+uO5I8F3q9nvr6eurrc1Khc+fOcfbsWeLxOEeOHCGVSuF2u1Vi7XA4yj5fqj0fq318kcipKHFUGzqdDpfLhVar5eqrry7INJ87d46jR49iNpsL5BnlJs2bPslrw4Jl1TqdjjvvvJM777yz4PcbVd9SKneLhRaMeJ6zhXlOJlmj0ZS0kYkSRyQSKdAUK6TY5XKppHjuuRSFmIJYrh+lHpO3bb1s1XGomeQK65HzYxBhUywV1GK785uZ5JawTgLpLPVpK/teuh+j0Ugmk2FkZGTZbhSGtksBSK2x856IMBgMGI1G9u3bp64109PTzMzMcOrUKdWOTiHNpe5yVu01qtrHFyUGEGc9EIUM5o9HsUxzPmk+cuQIFoulrKRZlPOzXrHgah8Oh+np6VEfrSWTSWRZZnp6mjvvvJOurq5Kxll2lKrj3nfOvMCnjz3Gm9v28cl9rwRykzQ2ksskay0G9O5CfWIpyGAxUpzJZFRN8UKkeC5E0EcrEOXCFuXGQZVcnCfJGuPFl0kuRQyyLBONRguK7QDcbjd1dXVYr21k6r9fyB3vXBDjNcZVHUffegCA5PBh5GwWSYANvFTIvx7yiwC3bNlCNptViwDHxsbo6+tTHQGU/xTd5lpQ7flY7eOLEoMIayOIQwYXi2Mh0uzz+Th79mxZSHM1E5sbzgJOwfDwMO94xzt46KGHcDqd6PV6NBoNFouFsbExrrnmGrq6ujZUVrlUmeQToWkm4mGS590HAJLTYbLxHAE3t7jnTZrVkLD8jV4hxplMZp58YqXnRxRCCOLEUq44fIkoxwKT7HM34NQvvRAqcegbd+F56/8PyVC9TPJ6QyKRUL2KZ2ZmSKfT6rUy175QlmX8HiupmQixwRlSgSh658oL7/QNO5D0ZuR4iPTUKfT1GyuxsNDmp9Fo1Jvzzs7OguyZQgRsNltBJ8ByeUWXCyIQMhFi2IxjbXHMJc1K/UP+tbJW0izKuKxXFKxMCun9p3/6JyYmJnj88ce55pqF299uFIIMuceH0Wh0zZ9zIpizf9uR52yxkD+yguWQsKVI8Vq7da0klkpBlFjKtcDc9Ni/0R+a5v5rbueGhm3L+htZltG6GrG+5M1liWkxiLLQLmdOKMRM2XCi0SgOhwO3282uXbtwOp0LdpuTJAnHnmZ8j/cDEOwZwfvSCwR3uXNS0urQt+4jefppkoMvbjiSvFzMJQLJZJKZmRmmp6c5fvw4sVgMp9OpkmaXy7Wh9pZyQYS1UYEIa4MoZHAthXJzGwAVI81Wq7WANC/1VKaahXsbAUVv34eGhrjppptUgjz3YtyIA14qd4v+0PxGIvlFe6Y8f2QFxSQOCilWCHE+KXa5XCUjxXMhCjEFsWIpRxx7nPX0h6bpDUwsiySLct2Jck7ykc1mCQQCarY4FAphNptxu910dnbicrnQ65f2o1bg2NNygSQfHcHze8u7iZkLQ+sBlSRbr/jDVX3GRoPBYKChoYGGhlzr72g0qpLmoaEhMpmMWgRYU1NTtHNntedgtY+vQIQ1QRRyKlIcpdqXFyLNSgOgw4cPL0maq6XVVvotrHcUkGRlgv3e7/0eZ86cYWhoiNbWViEmXrlRCpIcTacYjOa8kLc78klyLpMs6TSYGpzz/k6SJDKZzDxNsfJIuJykuFgsyuSu9nkXhSSXK45dzjruH+6lZwXtqWVZJjV+gvTUaXS1W9E37Ch5XAuh2vNBiUGZn/nFdoFAAJ1Oh8fjobm5GbfbvSYtn95pxtzuJXbOR2o2QnzUj6Fh5Y4vpp3XIyciGLe9dNWxbHRYLBYsFgstLS2qX7vP58Pn8zEwMIBWq51XBAjVn4/VPr4Ia6NI3eVE2LPKHcdipPn06dNFSbMo47JeUZQk33rrrbzrXe/irrvu4q1vfStGo5FkMkk6nWZmZoYbbrhBrWreKIOvfMe14OT5Tnseg5ma884DqVCcdCDXodDU5ELS5kiu0rlwdnaW8fFxwuGw6r/qdrtpbm5e0H+1nBDpfG50kqx03ju2zPbUyrmJPvffBB+8F9vL3on7D/+p5HEthWqcE+V6SSQSDA0N0d/fjyzLuN1uampq2L59e8kdFBx7Woidy3kjB48OU9u4e8WfYd57M+a9N5cspo0OSZKw2+3Y7Xa1CDAQCDA9Pc3o6CjHjh3DZDKpiYVkMlmVNt8irEsi7L+bJLm6ccwlzclkUk0cKKQZ4NSpU9TX1+N2u0tSNHsxoagm+Vvf+haPPfYYdXV13H333Wg0GrRaLSaTifHxcb72ta+xb98+stnsgrq+9QadTrdmd4sT50nyDvsFPXK+9Zuu3s7IyIiaLU6n0zgcDgwGAzabjUsvvbTq46l68QpybkXYjMpFknefJ8nHg1Okshn0SzQGUeJQfZKN9pLHtNTxKwlFu6os+slkEo1Gg91uZ/v27asqTF0J7DsueCaH+kapuX5n2Y613lCp61Jp8e1252Rqitb8+PHjzMzM8Mgjj6iNXZSmJpUqAhSBkFU7hk2SLFYcBoOhwM88mUzyyCOPoNFoOHXqFKFQCJvNVpBprsZN5npC0Y57H//4x/nIRz6CTqdTnS20Wu28Ey8CiSoVDAbDmjPJdp2Bg7VbuMzdpGa+pk8Mq6+fCY5jmkjicrloamrC4XCg1WoZGxtjfHxciPHMr/CvNkTJJJcLbRYndp2BUDrJyZCPXctoLJLvk6ypkk9yuZBOp9UbyJmZGSKRCHa7Hbfbzc6dO3G5XBw+fJja2lqczvmypVJDY9Rh29FAqGeEbDxNZGD5sph8yJkUqbE+JKMVfe3G61ZaSShFgGNjY1itVlpaWvD5fMzMzNDb20sikcDlclFTU4PH4ynb0zgR1iURSKEI46BAhPEAsXpJKHUYXV1dmEymgkzzwMAA4XC4rKR5w1rAmUwm9Hq9qv3LZrNkMhlkWSadTmM0GldUBLMeYDAY1pRJlmWZa12t7O+yMzs7y5NPPkkymaRhNIVCfS+/6RoM1vk6SZGaZmyS5MrFIUkS3Y46npkZpi84uSRJnuuTLBlXbktWCpRqLBQ/XSVbHAwGMZlMuN1uOjo6cLvdRdeZSs4Jx54WQj0jAAR7R8G78uP7f/x3hB/9Grbr3oP79z9XjjCrgmpufso5MBqNNDU10dSUl5g439Tk7NmzqiRH0TMXKwJcLaq9+YuwNioQZSyqHQeIQ9YBlVcopL1YpnlmZqZipHk9oihJfv7553nggQewWCwkEglSqRSJRAKtVsvMzAyvfvWrufXWW4W6Y1orVlq4J8sy8XhcdZ7w+/0kk0lVU9zY2IjdauPMM78CwOC1FSXIIA4ZhE2SXOk43r3tJbwlvZ/LPS3Ler8sy2STOY17pX2S17rwK0VZ+deM0pmtsbGRXbt2LavdcyVhafeis5tIh+JET0+hcaxcz2do3Q/k2lNvonQo5jdvsVhoa2ujra0NWZbVm7CpqSn6+/vR6/UFRYCrnW8irEtQfVIoCjkVJQ4QiyQvNS5znWaKkWa73a4SZrfbfdGR5gKSrJzcF198kc985jO0t7cDF9omT01NEQ6H2b17t/r+jYKlmonkk2LlkXA+Ka5vaEBvs+A0Xlh0Y8OzkM2NkanJteBni9jlToR4LgaS/Adte1cch5w6T5KX0YCkHFjJWCjFqUq2OJvN4nK5VGs2q9W6og2l0puPpJGw72lm9qlTkJWx+DJL/9EcGFovASA1fAQ5m0FaQnu+idJAkiScTidOp5OOjg6y2aw6F4eGhujt7cVsNqvSDK/Xu6InpNUmQiKQMVHIqShxgBjnRYGSSV5uPHNJcyKRUK+ZkydPXpSkuai7xTve8Q7e8Y53zHvzAw88wCOPPMLNN+eqtUXQ0JYKxeQWsViswKdYIcUul4vu7u6ChgQDIR+XPnAvXXYvz914N5IkER/N90d2LXhsUcggbJLkheIQAeq5UTPJlZVbLGccFM2bsrAmEgm1sKpUNoaVnhMOhSQDlqmVS7J09V1IBityMkJ6oh99Y3epQ6w4qn1drub4Go1GzSB3dXWp9lnT09MMDAxw6NAhHA6H6s/scrkW3OOq/f1Fi6Haa6QocYBYJFkZl9WuuUajcUHS3N/fr9aN5MszNpoUd1llwIqs4pZbbuHJJ5/kYx/7GN/97ndJp9Prrp3oQjAYDIRCIb761a/yxBNP8LKXvYzu7u4FSfFcnAzlrKJMGp16gcRG/err5qb5TUQUiKZJFomcihAHlG9DkmWZZ2dGOB6c5A/a9mLWLr7AyLKM44Y/J+0fwdCyrywxLYX8schkMgXFdoqmze12s337dlwu17pfI4w1doyNThJjAQxRmeRUGGPL8mUXkkab67x36qlc570NQJJFwFqJyFz7rHg8rjY1OXLkCKlUCrfbjcfjoaamBofDUXBMEYhQtWMQhZyKEgeIVbhX6nEpRpoVeYZCmpWn6x6PB5fLte4t5xbdvfI3w2w2y8zMDGfOnFn3m56CwcFBHnvsMR599FF+/vOfMzU1xX/+539y1VVXcfnll3PZZZctO1s+EM7Zv3XlddqLnyfJkl6Loda24N+KRAZBnHhEWPCg/OPxf377PXzJKPtcjRxwNy4aB4B536vLFstiUI4fCoUYGxtjdnaWQCCA0WjE7XbT3t6+YR+/Ofe2MDmWaxQUOTaGvcW7or83tF2ikmTrlW8pR4gVhyjXZ6lgMpkKigAjkYjqnHHmzBkAvF4vHo+HVCpV9TVShIxltcdAgUgkWYTzokBpSV2ueIxGI42NjTQ25vatuaS5sbGR7u71nRQoynbPnj3Lj370I8xmM/F4nFQqRSqV4ne/+x3Hjx/ns5/9LLB+5RY/+MEP+Ou//muGhoa44ooruO666/jTP/1Tvve97/G73/1uVZ85cD6T3GnzAJAO5zURaXQiLXJnKQopVSBKPBdDHJIksctZxxNTZzkWnFySJFd6PBSyoEgoAPr6+vB4PNTX17Nz507MZnPFNoVqzQl7dxOTvzoGWZnI8THkG3Ytek3PhaH1AADJoUPlCfAiQ7nngCRJ2Gw2bDYb7e3tahHg9PQ0k5OTzMzMIEkSR44cUTXNa+nwuBqIsDaKQk5FiQPEIsmVjiWfNCvOaOsdBau8MtGOHj3KX/7lX/J3f/d3fOpTn+Lzn/883/zmN0kmk9x777288Y1vBJY/IR9//HFuueUWmpqakCSJH//4xwWvy7LMxz72MRobGzGbzdxwww2cPHmy4D0zMzPcfvvtqvzh7W9/O+FwuOA9R44c4eDBg5hMJlpbW7n33nuLxrN3716+/vWvq1Ztn/nMZ7jyyivXdEIHwrmmIUomOZ4ntTAtIrWAnF5IpMl0MZBTkeLY6cg1n+lbRntqWZaJ9z1CvP8J1eWi1IjH44yOjtLb28tvf/tbnnvuOXw+Hy6XC4DLL7+cPXv20NzcXPIud6JCazFg3ZZ7LJ+JJImemV7R3xu3vRTnLR/D+Zq/LUd4FyUqOe+UIsDOzk6uuOIKduzYgd1ux2g0cvbsWR577DF+85vfcOzYMSYnJ1fklLTWuKoNEWLYJMnFoWSSq4UN55OsfJlbbrllUdK2Us1NJBJh//793HXXXbzhDW+Y9/q9997Ll7/8Zb7zne/Q0dHB3/3d33HTTTepLUgBbr/9dsbGxvjlL39JKpXibW97G+9617v47ne/C0AwGOTGG2/khhtu4Bvf+AZHjx7lrrvuwuVy8a53vavgeLt27WLXrl0Fv1Oaiax2gistqbfZc49hYyN+9TXzIkV7IA4ZVCBKPKLEUW7scuTI17Hg4iRZmZfT33wLcjJK4z1H0NRsWfPxlQIm5b9YLKYWYzQ1NRU0ZDh16tSaj7cWVHPBde5tIdKfayEe7BnB2rl08xcFOk8rjps+uKbjr/fNZiNBo9FgMBjYsWMHUGiddfz4cWKxGA6HQ80yu93ukutUZVmuuvZVFEK4SZKLQ4Q5st6xoLhYlmVCoRDj4+NMTk4iSRK1tbW0tbWt+LHSzTffrDpiFDvOF7/4Rf72b/+W173udQD8x3/8B/X19fz4xz/mTW96E319fTz44IM8++yzXH755QB85Stf4dWvfjWf//znaWpq4r777iOZTPLtb38bg8HA7t27OXToEP/8z/88jyQXg8FgWPXdfyiVYDyey2orcosCZ4tF7N9APDIoSiGhKONS7jiUJiLLySRns1nkZDQX1yrdLTKZDIFAQLVlC4VCWK1W3G4327ZtW7TYTpTFvxqwdtaR0YE2DeH+cTLxFFrTxqrk3sTyMHc9mGudFYvF8Pl8+Hw+hoeH1SJAhTTPLQIsRQzVgCiEUJQ4oPrZ23yINC7rFQuS5IGBAT784Q/zi1/8Qj3pjY2NvOtd7+LP/uzPSqa/OnPmDOPj49xwww3q75xOJ1deeSVPPfUUb3rTm3jqqadwuVwqQQa44YYb0Gg0PP3009x222089dRTvOxlLysoGrrpppv43Oc+x+zsLG734pKHlTYTyUc8k+atWy5hIh7GbTAjZ7PEzxf56JxmdLbFx0okn2S4eMipKHEocovhWJBgKoFDX7waWJIkSCcu/GxYXiME5YZXIcWBQAC9Xo/b7aa1tRW3272iCuRqn5NqHV/Saoh5tdgmMsjpLOETYzj3ty377zOhaRIDv0XS6qtWfFkqXKxzIB+LkQ+z2UxLSwstLS1qEx2FNA8MDKh2dIpzxmp1/dUmQKKQMFHiALGytyIR9vWKoiR5eHiYu+66i1gsxgMPPMC2bdtIJpPcf//9fOlLXyIWi3HPPfeUxOpkfHwcQG2TqKC+vl59bXx8XLXpUQPX6fB4PAXv6ejomPcZymvlJMm1Jiv/cvmt6s+JqRByKtd0wLxEFhnEIYMKRInnYonDbTDTZLYzGgvRF5zkSm/rwnGczyIDSPriJFmWZaLRqGrL5vf7c8dxu6mtrWXHjh3rdlOu9vEjNTpsE7lrO3h0ZEUkOX78EWa+8w4MHS9Z9yQZqn8uqnn8lZAySZKw2+3Y7Xa2bNlCNpslEAjg8/kYGxujr68Po9FY0NRkOTetIhBDEWIQKQ4QL5ZqEXYR9u5SYEGSfPz4cQ4fPkxTU5P6+w996EOYzWa+8pWvcM8995DJZIS5Y1or1iK3mIvCoj3Xku8XRd6gQJTMtkgkudy498DN2HVGVZ+8EJRue2j1SNoLl69ivaPoilOpFE6nE7fbzZYtW7Db7SX7HiKck2ohZZXQeSykZ6LEhmZIzkYxuJcnezG0KZ33jiJn0gXnbxMrw3qegxqNBrfbrcqb0uk0s7Oz+Hw+zp49y5EjR9SagJqaGtxud1H5kwhjIEIMIB4x3Yxl46DoKm0ymXC73UX72pvNZjo7OwFK0llF0XBNTEyoXnvKzwcOHFDfMzlZqNdMp9PMzMyof9/Q0MDExETBe5SflfcshrWQ5NFYEI/Bgun8phfPK9pbytkCLnTDEWVCi0RORYgDyr8Z3Nq8tJekJEmQiuf+rTczNTWlZouj0ai6sS7V+Ga9o6pzQpKwdjcS+G2ugDHUM4z34PZl/amuthPJZEeOh0iNn8DQvLuckW54VDuTXCrodDpqa2uprc3JrpQiwOnpaY4dO0Y8HsflcqmkOb+QVpT9otoQZe8EsSQO1W5sIso4rAVFR6+trY2DBw/yd3/3dwSDQSYmJpienubhhx/mvvvu47WvfS0jIyP09fVx+vTpNQXQ0dFBQ0MDDz/8sPq7YDDI008/zdVXXw3A1Vdfjd/v5/nnn1ff88gjj5DNZrnyyivV9zz++OMFRPeXv/wlO3bsWFJqARfkFqtZ/N785A+o/9GneWgsZ1unFu1pJIwNjiX/XqRW0HBxkdPlQITxyGazpNNpfOMjAKTQcurUKWRZprOzk4MHD3LFFVfQ2dmJx+MpG0HeCIveWmHZeUEaFuwZWfbckDQaDC37AUgOvliW2DZROZTrWlCKAPfs2cO1117LwYMHaWpqIhKJ8OKLL/Lwww/z/PPPEwqFVEemakEUcipKHCCWJlmEcan28deKoplkWZY5c+YMTz31FD/84Q/Zs2cPgUCAw4cP4/F4eOSRR7j//vtJJBK0t7dz3333LXqQcDjMwMCA+vOZM2c4dOgQHo+HtrY2/vzP/5xPfepTdHV1qRZwTU1NvP71rwegu7ubV73qVbzzne/kG9/4BqlUive+97286U1vUuUgb3nLW/jEJz7B29/+dj784Q/T09PDl770Jb7whS8sayAUDVg6nV5RxzBZljkV8iEDrRYnmXiKpC+S+8x6Bxrd0mRFmUTVvutTIAIpvNjiiKZTPDDax5nwLB/Zda1a7KNIKPx+P7Iso9M7cN34t7hsDjquuqqsMS2Eap6Tai+4kiShs5uwbKkhenaalD9KfMSPuWXpG3HISS4SA78hNfQiXP1HZY62fKj2dXkxHd9isWCxWGhtbVXXhenpac6ePcvQ0BDj4+Nqltnj8WCxrM71ZjUQgYSJFAeIFYtIWe31iqIkWZIk3G43b3vb29QB1uv1vOIVr0CSJNLpNGazmWw2O6+grhiee+45Xv7yl6s/f+ADHwDgzjvv5N///d/50Ic+RCQS4V3vehd+v59rrrmGBx98sMBB47777uO9730vr3jFK9BoNLzxjW/ky1/+svq60+nkoYce4u677+ayyy6jpqaGj33sY8uyf1O+H+S0nSshyVOJCMF0AgnYavOQGPKrry2naA82M8nrIY5yIytneeczPwLg9xJWCEWRZRm3243X66Wrq4sTJ06c72b0yrLHsxBEWHBFmBP23c1Ez+a80YO9IysiybAxMsnVngsX4/HziwCDwSA2mw23261azfX29mI2m/F6vap7RjnbxItCCEWJA8SLRYTE23pGUZLs8Xj44Q9/WLKDXHfddYtubJIk8clPfpJPfvKTC77H4/GojUMWwr59+3jiiSdWFaOykKxUl3zyfDvqdqsLo1bHzHnrNwBjg2tZnyEiSRahkFAUkgzlOTeK9lAptmvQmBjPxhnXprhp/37sdnvBAifKeIgQQ7Vh21HP5C80yOksob5R6m7YhaRdejPStx0AIDXSs1m8t44hwjWgECCPx4PH46Grq0ut1VGs5sLhMA6HQyXNbre7pFIsUQihKHHAZiwbDYuu0HMXgoUWho1wp6JkkldKkgfCOZLcact12ouP+9XXTI3OZX1GfuGeCBCFjG20ONLpNH6/Xy22i0Qi2Gw2PB4PO3bs4ED2LA+On2TWosXpnD93JElCDk8RHziD1l6Hvr5rzTGtFNVecKt9fMhdp1qjHltXA6G+UbKxFJHTU9i66pf8W13NVrx3fQdD637QbMzCykpAlHWhmig2Bjqdjrq6OvUJbyKRUP2Ze3p6SCQS6tMpr9eLw+FY0/4twnkAscigSLFUW8IpyjisBYuS5LlfcCN84YWw2kzywPlMctf5dtRKExFJr8XgtS3rM/I1ySJAJHIK1V90VhtHNpslGAyq2eJgMKg6x3R0dOByuQoehe521vPg+EmOL9CeWpIk5FOPM/Xzj2LafSO17/mftX2xVUKEuSEC7HuaCPWNAhDqHVkWSZY0GiyX3lbu0C4KbBR3i7VgqTEwGo00NTXR1NSk+qcrpPns2bPIsqx6M3u9XqxW64rGtdprswKRtLfVJqb5EOX8rGdsPus7D61Wi0ajIZlMrujvlEzyNpuXdDRBOpDzsTU1OJE0y5+cohBTECeW9UaSZVkmEokUFNspnqiNjY3s2rWrqK2igu7z7amPBaYWPkYyN79W25J6rRBhwRVhbgJYO2rRmg1kYknCJyfIJFJojZttqi8WVPtaWOm6KEkSVqsVq9VKW1sbsiwTDAbx+XxMTk5y4sQJ9Hq9Spi9Xu+yOutWexwUiBJHtferfIgUy3rFJknOg8FgIJ1Or+hvbmrowqk3camnmUSBHnl5UgsFojTwADFJsghxFEMsFlPlE7Ozs2SzWVwuF263m87OzhVlZpRGIn3ByaKLW64t9XmSvEC3vUqg2uejmsg/J5JWg627kcAL5863qR7Hua94t8R8ZIITRJ7+LtlYCNetHytnuGVDteeACMevNvlY6xhIkoTT6cTpdLJ161ay2aza1GRwcJCenh4sFktBEeDc3ggijINIcYBYsVQ7qy3KOKwFmyQ5D3q9fsWZ5D/eehl/vPUyAHx9J9XfL1ePrEAUYgriEHbRLjBZlkkmk/j9fpUUx+NxHA4HbreblpaWNWn8uuxetJKEPxVnPB6m0Wyf/6a8ZiIXI0S6TgAce5oJvHAOyEkulkOSs7EggZ98HElvxvmav9ks3lslRFsfqoFSjoFGo1EJMeSkh0oRYH9/P5FIBKfTqb7H5XIJQwhFiQM2Y9loWHB1/slPfkIsFiOZTJJMJkmlUvP+n0gk+MxnPlPJeMsGSZLUhiKrRTwvk2xqdK34+Jua5PlxQHWzRplMBr/fD8Dzzz9POBzGarWq1eQul6toy9jVwKjV8eODd7DF6qbeNF/PXtBxz1AdkizK3BAFpiYXepeFlD9K9KyPVCiO3r74I+qCznsT/RiadlUo2tLiYt58RbgGyk2A9Ho99fX11NfntPbxeFzVMx85coRUKoXFYiGVShEIBHA4HFWbEyKRQZFiEUmrvV6x4O5+2223YTAYMJlM6HQ6tFotOp0OnU6HXq9Hr9ej0Wj41Kc+JYxIfa1YaSZ5Kh5hNhlji82NQaMlPuYHQGPUoXevTDMqEvkQJZZqkORsNksoFFIzxYFAQC2ua25upra2tqy+o9fWdSz4miRJyKkYEhdvJlk0SJKEfU8zM7/JPUUKHRvBc2Xn4n+j0WBo2Udi4Lekhg6tW5JcTYi0PlULlR4Dk8lEc3Mzzc3Nav3FmTNnmJiY4NlnnwUo0DNbLJaKjZFIZFCkWDZ9kteOBUmyXq/niSee4IorrqhkPFXFSjPJ/z10lI8c/gWvb97Ft/fcQiacAHJ65JVeJKJIHODiIslKxXe+X7EkSXg8Hurr69m5cycGg4HHH3+87AR5WUjn5phkWLqgphyo9tyo9vFh/nx07M4jyb2jS5JkAH3rfhIDvyU5dAjrlW8pS5wbHdV2txCBCFUrBkmSsNlseL1eIpEIL3nJS9QiwPHxcY4fP47BYCjQMy+nCHCtMYkAkYipKPN0PWPR58TRaBRY3C9ZlMlQCqyUJCuNRLbZPcTHVy+1gE25xUJxQOlJcjweLyi2S6fTarFdR0cHNputYGHJZDIlPf5iGI0F+c6ZF0hk0tyz94aC1yRJQt5+A672PRi3vbRiMc2NYROFMHismJpcxEf9JCaCJKZCGGuL6Mnz/6Z1PwDJocOVCLHkEGF9uNghAgFSYtBoNLhcLlwuF52dnWQyGbUI8OzZsxw5ckQl1QppLpVMDcTL3ooSSzUL9zbKGjFvlionWKvVquTgYvBLXo0m+VReI5H4oF/9/UqL9pTjizKpRIoF1n6xpVKpgmK7WCyG3W7H4/HQ1NSE0+lcdCGppOwjnEry2WO/xqrV87E9r0Az51qTt7wUx5YtZY9jEyuDfXcT8VE/kGtTXXvdzkXfb2jNtadODR1BzmaRNlCyoRKo9vpU7eOLFEMxPqDVaqmpqaGmpga40F3U5/Nx/PhxYrHYvCLAtTY1EYWXbMaysbDgrVw2myUej1cylqpjpZrkU+EZIOeRHB8bU39vWqH9G4gntxAhqy1J0qoIeyaTIRAIqNniUCiE1WpVbdncbveKshiVJMlbbR4MGi2RTIrBqJ8tVndBHCLMkWrLLaqJhY5v725i6ld9IMuEekeouXbHorHq6ruQDBbkTJLMzCC6mi1lirh8EPVcXCzHX08xGAwGGhoaaGhoAHLWmUoR4NDQEJlMpqAToN1uX5dNTUCsWDYt4NaOBTPJzc3NauODbDZLNpst6eMREaHX65ftkxzPpBmO5iQWHVY3ofHjAGjNBnTOlRdViUKAYP3FIsvyvGI7vV6P2+2mtbUVt9uN0WhcUwzKccoNnUbDDnsNRwMT9AUm55FkfKdJ6oLovO1oLK6yxzMXIix6oszNfOisRqxba4icmiIdjBMbmsHS5l3w/ZJGS/2Hn0DnbUfSVVnnvokVQ4Q5KAIZW20MZrOZlpYWWlpakGWZcDiskuaBgYECOzqlCLAccZQD1Sam+RBJH71eMY/1KgN66tQpstksTz75JL/97W/R6/U0Nzdz+eWX09GxcAX+eobBYFh2JvlcZBYZsOsMuBIa/NHc3xkbV160B+Jkb0EskgzFNfHRaFQttJudnQXA7XZTW1vL9u3bS15ZXckx2emo42hggmPBSW5u2lHwmuZXn2Ji+Hm8d/07lkvfUJF45kKkuSES7LubiZzKdUsM9owsSpIB9PVdy/5sJVExOzvL1NQUJpOJeDxe/ULSKkGEOVhtUiYCMSxFDJIkYbfbsdvtbNmyhWw2SyAQwOfzMTo6yrFjxzCZTAV65rlJDxHGQsFmLBsLi6aG/+RP/oT/+q//wmazMT09jdPppLu7my996Usb0vViJZrk0+elFlttHhITeUV7q5BagFjEVETCnkgkCortUqkUTqcTt9tNe3v7ih/PiYxdzloYmt+eOtdxL3czJumq525xsWOh69S2vQHJoEVOZggfHyN74240Ou2qj5PJZAgGg+qNYCwWY3BwEIPBQDabJZ1Oo9FoiMfjqv7TbDZfNOdo092i+ijHnqXRaHC73bjdbrZt20Y6nVaLAE+fPs3hw4ex2+0qaXa73UKdD5FiESmrvV6xoNziX/7lX3jkkUf40Y9+xE033URraytPPvkk3/zmN/mrv/orvve979HY2FiNmMuGlWSSO21ePrrrOlwGM4mRoPr7lbajViAaSa52LMrCmM1mOXLkCPF4XC226+7uxul0otWunoCsFJUck/z21HNjIJOzgKOKj+irrUmu9txcCBq9Ftv2BkI9I2QTaSKnJrHvWHiNzEZn8f/o70hNnqTuz/4/ZCCRSODz+ZidncXv95PNZrFYLGi1WjV7rGj1IffYOpVKMTg4SF9fH2azGa/XS01NDV6vF61WK8yGvdFQ7XEVgYxVIgadTkdtbS21tbVArghQkWYcO3aMeDyOyWRCq9UyOzu7ZCF2uSHCeVFQzVjy16n1jAVJ8n333cfdd9/NTTfdRDKZJJPJMDY2xic/+UlaW1sZGxujsbFRqAmxVqxEk7zdUcOHd10LwMgLz6i/N9U7VnVskQr3qhGL8ogtv9hOyYo1NzfT1NSEXq+vaEz5qCQ563bmSPJgxE9GzqKV8hZ8JZOs38wkiwjH7mZCPSMAhHpGFiXJktFG5NkfQDrBwHOPMiPbiEQiWCwWDAYDRqORSCRCKpXC4XDQ1taGx+NRr4P84qdQKIRWq0Wv1xMKhZicnCSVSuFyufB6vdTW1mKz2UpGHqq9Vl3sx1diqPb1WI0YDAYDjY2NapIuGo1y/PhxgsEgL774IplMBo/Ho2aa51p6lhsinBcFIsWyXrGg3MLn86ntKDUajdptD3IDvxIXiPWClbpbKIhP5DLJGpN+VUV7IKbEoZxQijUU+YTf70en0+F2u2lubsbtdmMymfjNb36Dy+WqKkGGypLkNouL5268m602TwFBliQJKaPILS7eTHI1sdTxLVu8aK1GMpEEkVNTZGJJtOYL5yqTyRCNRtVssc3ejmm2n8S5F9BtvR69Xk88HsdisVBfX79o57L84qdsNqs2c/D5fCQSCcxmM7IsMzExwalTp9DpdGqWuaamBoPBsKbxFP1cbPTji4Jqj4PFYsHhcKDT6di7dy+hUAifz8f09DQnT55Eq9UWFAEqhgTlgkjFciL5R69XLEiSW1tbGRkZUV0tNBoNg4ODPP7443R2dqqPPjbSCViJJvnxyTM0mR20SpYLnfbqV9+7XqTHyOWIRZZlYrFYQbFdNptVbX+2bduG1WoV1pO7knFoJIntjpriMSgd9zYzyUJC0miw72rC/+wZ5EyWYN8olt2NBXr6ZDKJ1WpFq9WSrtkOs/1op/txX/ZGtm3btirP2LnNHFKplEqYfT4fsiyrco1Tp05x9OhR7Ha7Kstwu90VlS+td4iQoduMoTAOjUaDJEk4HA4cDgcdHR1ks1n8fj8+n4/h4WF6e3tVSZJSBFjq4leRiGk1CbsofGatmEeSlZN7/fXXMzAwwMTEBI2NjdTX1/ORj3yESCTC5z//eTo7l269ut5gMBiWRZJT2Qyve+I/ycgyPbv/WP39aqUWIJbcolQkOZlMFpCDRCKhFtu1trZit9uXvIBFyrALcX4yufkp6VZvabfeIcR5WAS27gb8z54BYOzpfsb9pzGZTBiNRoxGI6lUikQigdfrxbn9KjInf0ZNeoKGruW7XSwFvV6v+tLKskwkElEJs+KKodVqmZmZYXh4mGw2i8fjUbPMpXaHKTVEnwOVgAhjIBJJLgaNRoPH48Hj8dDV1UU6nVabmgwMDBAOh3E4HAVFgGu9WRRlTEAswr5esSBJfve7301PT49qtfJHf/RHzM7O8u53v1uVYWw0LDeTPBQNkJFlzFod1tkUSssV4xpIskhkcLUkOZ1O4/f71UxxOBzGZrPh8XjYsWMHLpdrxQuQKBn2Ssfx/MwI3xh4hkaTjU/ue6UaQ/rSO/DYTWhs8zPNlcLFLLcoBqXxklpwNzuL1yyhj8no/CnMsol4IoHJZKK2tpbu7m7VjSXhTDP281x76nJtrpIkYbPZsNlstLe3k8lk8Pv9TE9P4/P5SKVSWK1W0uk0w8PDHD9+XLXcUjLNOp1OuLGvtrtFtSECGRNhHGD5GVOdTkddXR11dbm6D6VQ1ufz0dPTQyKRKGhq4nA4VpyJFeG8KBBJ+rFesaDcoqamhuuuu079+X3vex8Afr+fBx98kAMHDqjdczYKlptJVuzfOqweEpN5zhb1q3O2AHHIICw/FkUHqWSLg8EgRqMRj8fDli1bcLlca36UJcpiU+nz40/G+cHgEbbZvCpJBkhd/se4duxY5C/LC5HmabUgyzKpVEqd936/n2g0itVqRa/XYzKbiXrjOIdzRcAtsouW6/YWbcZkaNwFWj3Z6Cxp3zn0Fei8l6/RBFSCrxQAajQaDAYD4XCY6elp9QmQkmV2OFafDNhIEGFtqnYMohDC1a5JRqORpqYmmpqaVP995Vo4e/YssiwXFAEWkwQWi0WEMQGxYlmvWFYLvWg0yvj4OI899hi//OUvuf/++/nRj37Eq1/96g3lw7fcwr0Cj+TTOZIs6TQYvNZVH1sk8rFQVlt5bJtfbKd4WjY2NrJr166SF0WIMi6VjmPXeYeLM5EZEpk0Rq14mbxqoRrzIZPJEIlEyGaz9Pb2Eo/H0el0mM1m9Hq9WnBnNptpaGjAsWU7o9/6be5vz8wu+ARF0hsxNO0mGw+SCU5WhCTPhclkorm5mebmZmRZJhgMqlnmxPkMuCRJTE1NcebMGbWQ22AwEI/HMRqNFZ+b1V4TRCAf1R4DJYZqj0Op4pAkCavVitVqpa2tTb0WfD4fk5OTnDhxAr1eX1AEaDLNrw0RSeJQTX62YS3gFKTTaRKJBM8++yz3338/P//5zwmHw7zqVa/ioYce4vd+7/cANgxBhuVbwCkkebvJRWo2AoCh1o60hrEQVZOcX2w3MzNDNpvF5XLhdrvp7Oxc1p11qWK5mNBgsuHUGwmkEpwKz7DLWYckZ2F6gJRbi662syoL0MVyPrLZ7DxNfTqdRqvVEovFVIcfjUZDbW1t0YK72VYPsaEZktNhEpNBTAs8aWr80KPCtKaWJAmn04nT6SwoAJyYmGBmZoZMJqP+l81meeyxx7DZbKo0w+PxVKwAcCNswGuBCARVhBiUOEo97/Kvha1bt6oyJZ/Px+DgIEePHsVqtRYUASpPi0ThRaKcn/WMBX2Sf/jDH/Kxj32M0dFRDh48yKc+9Sn+4A/+oOgjw40Cg8FAMBhc8n2nI7k2yHtSdiD374U2wOVCFE1yKpUiFAoRiUR4D8x8HQAAwNFJREFU6qmniMfjOBwO3G43e/fuXZVGay0QhZRVOg5Jkthhr+WZmWGOB6dymeVEEMv33sw40PLlWZAuPjeCci746XSaQCCgSigUr26l4C6dTiNJEvX19VgsFjKZDIFAgOHhYWZnZwuKfzQaDY7dzcSGcjfUwd6RBdcIUQhyPvLdMaanp1XvWbvdjizLhEIhZmZmMBgM6HQ6AoEAY2NjpNNp9fF0bW0tFotFGMJQSoiwJoEYNwoixFCJ8zFXppRKpdQiwP7+fiKRiCpF8vv91NbWVt0xRqSs9nrFgiT54Ycf5uTJk3zhC1/gzjvvxGq1bmiCDCvPJLdFL2xuaynag+qRQeXuWMkWh0IhtVizq6sLl8tV1fN+sZJkgJ2OCyQZQDrvbIFWj6SpzuIrwoJbqvOQzWbVhhyKfEiSJLXDndFoVLt51dfXU1NTU7QxgbJZTk9P09vbSyqVyhFFpxMkCWSZQM8ItS/vXnT8lO9VjTGeK7MIBALYbDZqamrYu3dvUVu6bDartgv2+XyqtV0mk2F0dJSTJ09iMBgKCgD1en1Jvp8oa0I1IcIYiJKprEaBml6vp76+XjUyiMfjTE1N0dvby7Fjx0in0/OKAKshS6rGTaosy0LMz1JgQXeLu+66i0gkwic/+Uk+97nP8fKXv5zXvOY1XHLJJTQ2NuJyuSoda9mx3LbUH9l1Lf3BaepOSSjvLgVJrkQmOZvNEgqF1MfIgUAAg8GAx+OhtbUVj8eD3+9ncHCQmprqOSgouNhJMsCJUI4kozYSqa79mwjnYzXIZrNkMhlmZmbUbLHSuEOv12MymYhEIqTTabxeL1u2bMHtdi95k5i/WSpNcnw+H1M+HxqHhCkgkw7GGOs5Tf2uLfOyS3I2y8S/vI7E2edp/ttn0HlayjkMKvIr+xUvZa/XS3NzM/v27Suqt8yHRqMpyKzlf144HAZyhVHRaJT+/n71qZRCmlfjB52PartbiEAOqx2DKGuBCOfDZDLR2NhIb28v11xzTUH77NOnTyNJUkERYCVsFkUYl/WOBUnyVVddxVVXXUUmk+F///d/+c53vsOf//mf43K5uOSSS/jABz7AlVdeuaFOwnLdLX6/dQ8A555+IvcLCYx1ayPJGo1m2S2xVwKlYlfRVc7OziJJEm63m/r6enbu3Km2f1YgCjFVIEIs1ZjjOxy1aJCIps97IyskWV89klzta32lczOTyaikdXZ2lmAwiMFgwGQyqdd7PB7HarXS2Ni45o5ckiRht9ux2+1s2bKFGe05Jn52GICJZwfomzyLy+VSM6tWqxVJoyETnESOBUgOHSobSVZavyvZ4lAohMPhoKamhtbW1jVLqeY6BeR3AFQK/DQajarpBAo6ACoFgptYHkTYe0WxGBNhLAA10aXVagtsF/M7Yo6Pj9PX14fRaCwoAlSe4JY6HhHGZT1j0RRJNptFq9Vyyy23cMsttwDw05/+lM997nMcPXp0w5FknU637I57ciZLYioEgMFjQ6Nf2+PvUmaS4/F4QbFdOp1Wi+06OjqW7GUvEkkWKZZKx3FtXQfjt/0NJu35yzStZJKr021PgSjnoxiy2SyJRKLgpjCTyagd7kwmE7FYTN2gurq6cDqdZdvond3NTD54FDmdxeqX6fr9lzDjn2V6epqBgQFVjmCv3QEjPSQGD2HZ/9qSHV+Rkyj/KbrK9vZ2vF5vybuNKZhb9JTfxMHn85FOp7Hb7aRSKc6dO8exY8ewWCzzCgAXWqeqPQdF2PeqPQZKDNUeB9HigPnJhLkdMTOZjCpVOnv2LEeOHFELYOcWAa41HhFuYtYzFj0LyuCGQiE1E3Drrbdy6623znvPRoDBYFgym3s8OMVINMiOhAWyuQtirVILWBsZTKVS+P1+lRjEYjHsdjtut5vdu3evmASIRExFiaUacRjm6I6lrNJtr3qFXiJtRAqUJjbK/I9EIlgsFjVjHA6HSSQSasa0HK1oF4LWqMPW1UCob5RMNAlTMdo622hrayts6qFvwAVMHn0U/57bc8T5fMORlWBuo5BoNKp6HHd0dKzqM0uB/CYO+U+3pqenicVi6HQ69Ho9wWCQiYkJUqmUmnGvra3FarXOW8NEmIvVRrXHQCRyKkocsPR50Wq16hMUyHWnVW4ijx8/TiwWw+l0qqR5tdKkao7LhreAg9zm8+CDD/I///M/BAIBvF4v1157La961auora2tVIwVw3I0yfedPcSX+p/kn0xXcO353xkb1k6SV2IBp1TVK5niUCiExWLB4/HQ2dmJy+VCr9evOhZRiCmIE4sIcShyC/QXdyY5X/c7OztLIBBAo9Go2uL8grva2lq8Xu+ST0/KCcfuZkJ9owAEe4axdeY8sPOr5eO6NzD+7Fcxzp4iEAxy5syZgtcXyvrObYAwMzODXq+npqaGzs5OPB7PmtaCciDfj7a1tZVsNqtaaynezBaLBVmWGR8fZ2BgAL1ej8fjUc+nCHOw2hCFGIoQgyhjsdriW4PBoLaRh8InQENDQ2QymYIiwOXe7G6kPhbVwqIk+dOf/jSf/vSnue666zh37hzRaJRnn32Whx9+mK985SvY7fZKxVkRLKcttdpIJG6E8w2pjXVrs3+DxUlYvuWSQgr0ej1ut5uWlhY8Hk9J9Uyi2NGBGOS0mnH855kX+c6ZF3h9yy5e52ggvv8t1Hd0VzwOBdXYiLLZrNrhTsmOjo2NLVhw19HRgdvtrrr9kgLbtjo0Rh3ZRJrQiTGyqcw8eZahZS9IGghPsXtLHZq9e1X98Llz5+jp6VH1wy6Xi0wmU6D3dbvd1NTU0NXVVXbv8lJDo9Hg8XjweDx0dXWpchnl+wHqjY9SAAgwPDwMsKp296VAtcdYBGIoQgwbMQ6z2UxLSwstLS0FSQGfz8fAwEBB0axSBFjOeC5mLGgBp3TW+9a3vsUdd9zBe9/7XqxWK//wD//Addddxze+8Q3+6q/+ikwmI8xmtFYshySfOe+RXBO6MPGM9Wu/WcgnprIsE4vFCnSVkNsMamtr2b59e1krY0UhpiBWLNWALxnlmZlh2qwuXtf0EuJX3Y1j796qxlSJ85HJZAgGg+o1oFgTKt3tkskkkUhEvVncsWMHHo9HyA1Bo9Ni39lI4PAQ2WSG8MAEju6mwvcYregbdpAa6yM5dBjLnlfhdrtxu91s27aN2dlZhoeHGR4e5vTp00BuI1UkJFbr6rt9igaj0UhjYyONjY1kMhnGxsYYGxsjEAiohUiKa8ahQ4fIZrMqWaitrZ1XiFwObJKPHEQZB1HiKEfmdm4xsFKA6/P5GB0d5dixY5hMpqJPnTYL99aOBTPJx44dw+Px8OY3vxnInahz584hSRKXXHIJL774IiDGY6dSYSl3C1mWc5lkGcz+3Pu0ViM6y9qzuJlMhng8zrFjx5idnSWVSuF0OnG73bS3t2Oz2Sr22EQkYipKLNWKY4f9vA1ccAqpWYyxKAey2SzxeLzgxlCWZVWLml9w19LSonruKrrWQ4cOFXjylqrwpVRw7m4hcHgIyEku5pJkAHP39WjdzUg6U4H3ss/nU72Xt27disfjIZ1Oq689+eSTqqfxWvSLoiAej6vfLb/YsLW1FafTqWbVpqenSaVS2Gw2UqkUw8PDHD9+HLPZPG8ebESiIAIxFGU9EmEsKhWHRqMpuIFOp9PqU7bTp09z+PBh7Ha7KksS5RytVyy4iyiZTWWjUbI4AIFAQLVJEmFilgpLkeTJRIRoJkVtRg/xXIGfsXZ1WeRixUbKZtDd3Y3T6axahl60FtkioFokWfFK7g9Nk4kHkAIjZMLNaG3eiscCpT0fyuKuXAPRaBSLxYLRaMRsNqsFd16vl7a2tqL6WkXXml8tfvLkSWKxmFr4VVNTU3UJgmVLDVqrkUwkQXhgkkw8hdZ04bvIsoz2xo8S9fkY8vkI/PrXWCwWampq2L17t9rFLx9K62il6Gd6epqjR4+q3fEUorgWS7tKIF+TPD09rXYuW6jY0Gw2qzUx+XrsYDCIVqvFYDAQCoWYmpoikUgUWO6VqmOoCOujCMRQhBgu9jh0Oh21tbXqNZHvzwzw29/+FpfLpWaZy+nmsxGxIElWjPEHBwdpa2tDp9MxOjrKD3/4Qw4fPszHP/5xYGO5Wywltzh7XmpxpXShyYaxbnkkWXlEkl9sZzabVVu2VCrF+Pg427ZtW9uXKAFEyd6COProao1Jm9WJWasjlknjP/JjPI98jtm+11Lzru9WPBYFqx2HTCajkhpFW6/T6TCbzej1egwGA/F4HLPZrHoWL5fc5leL79ixg2g0qmYjT506VfUss6SRcOxqYvbZM8iZLKHjY1h2NajEUGnm4fF4aGxsZO/evUs281CQX/Sj6Benp6eZmJjgxIkTqixDaZktgjwuHo+r331mZkbVWHZ0dKhPCZYDi8WCxWJRCwCVx9CKVluRpU1MTHD69Gm0Wm1BAaDRaFw1qak2KRNhjb6YyamocRgMBhobG6mrq2N4eJirrrpK9Wg+d+4c2Wy2oKlJNYua1wMWbCayZ88eWltbeeKJJ7j99ttpa2vj3nvvpb+/nz/7sz/jda97HZlMZsOR5MXcLc5F/ABckrlQqGdYIJOsbFYKKfb7/eh0OtxuN01NTXg8noJNcGJiQohFD8QjySLEUq1FRCtp2G6v4bB/HF8igAdgnVjAKQV3+R3uUqmU6llsNpuJRCIqgVWcWUpB4iwWC21tF6zWZmdz3sRKllmpFK9kltl+niQDDD15jPGpE9jtdmpqati/f7+a4cmEp9FoV0/cFP1iR0eH6k88PT1NX18fyWSy4LtXousXFDYyWU62eDWY+xg6P6MWDoeRZRmTyUQymeT06dMcPXpUfSxdU1OzohsIEcgQVJ+oixKDKOdDlDjgwk2UxWLB6XTS2tqqmgAoN6gnT56c56JTyidPoozFWrBgOmX37t3827/9mzrQt956Kzt37uSaa65RReEiZCRKCaPRSDqdXnCiX+Vt5euXv47tTweA821X8zrtzS22y2az6oa0bdu2RTdjUcggiBeLKKjWmOx01HHYP85MPNe8ppo+ybD4OCj2hPkFd2azGaPRqF5fsVgMr9dLU1MTXq932RnT1WKuJ6mSZZ6eni57lrkgY+rzUWOU0CVkdLNJfu+y67B6Cu0jx+59OYkzz9DwgV9g6rpmzccv5k+sZK6VZiZKlrms331mBkmSqKmpYcuWLWVtZKJAyag1NjbOcwiIRqMYjUZ0Oh1+v5/R0VHVZksUic5iWK3VWDniqHYMIsUhUqGc8gR2bjddh8OBw+Ggo6OjQOo0PDxMb2+vqulX1oRKecqLigVXRKVzFeQ2FavVyqWXXqr6WMqyrBbb2O122traKhZ0ubBUJrnN6uJ26wHOPfIECQAJ/Jkos32jzM7Okkgk1GK71tZW7Hb7sjPtoumAN2MRJ45uRy3tFhf64EguFp04bamz2WzBzaHf71cL7pQOd0ojotraWnbu3InD4aiuPniBLLNiL7aWLLOy6ShEND9jumXLFhKM4HtyAGRInJqeR5I15ws1k0NHSkKS85HvT9ze3l40w65oF2tqalb8GHZutjgcDqsNEbZs2VLV8z7XISBfw+7z+Ugmk9hsNrLZLCMjI5w4cQKTyVQgzcgvAKz2mlTt4ysQhZyKFIcoT9eVObJYPHPtF/M7Yw4MDBAOh3E4HCppFkWuVUks6m7xvve9D6/XSzKZJJPJkMlk1GpJ5Y7J7/dz8OBB/vmf/7mScZcFSxXupdNp/LN+tR11yigxODKEx+Nhx44da3pULAoZhAuxiLDwiDIu1YzjL3a8lA/svIbhH/wNMiBpq9ccQpZl0uk0k5OTBR0erVYrBoNBLbhLJpOLFtyJgrlZ5kgkomY/lSyz8rrSKnkuFJ319PQ0s7Oz6HQ6vF6v6kSR/90Te6UcSQaCvSN4rtha8FmG1v3Ejvyc5PDhMn7rHIpl2BXSqDQzUbLMC+mEE4mESoqrkS1eLeZ+9/zmDUoBoGIzd+LECeLxuNq50Ov1CpMxrHYMIqzNIBZJFiEOWN3ThvwnT5C7vpXroqenh0QiUdDUpFSFsCJjQZJsNBrVR0+QG7y5/+n1etLpNDt37qxYwOXE3MK9bDZLMBhUdcU/nTrJloyVl2Zzk8LZVsful1xekmOLUqAG1V948yESSa72saVMEhkqrknOZDIqeZydnWVychKdTqc6USgSCrPZTF1dnWpuL9I8Wi6UTOvcLLNClNxut0p8lcf3+Rrnbdu2LZqBNdY6MNbZSUyGiA3PkpyNYHBf8Dg2tOwDcpnkSmNuEZzyGPbMmTMcPXoUp9Op1lIopDIUCgmTLV4L8ps3KOu+Qg6UuS1JEuPj45w+fZpsNqsmi2pqajCZTBX93iLJLUQgSaKQU1HigOJyi5XCaDTS1NREU1PTvO6eZ8+eVYuNFdKsPHkTYc8uFRYkyV1dXdx///2VjKXq0Ov1xONxPvOZz/DEE0+we/duXv/61+duFurr+dKZn3N9yMVL6QTA3LD2TnsKRJpYykWVzWar/mhFpHGpehzZnO2gpC0vSc5ms6qtmFJwl06nsVqtalFHKpUiGAyqet7m5mbcbrcwG0QpkJ9JbWlpYWxsjMnJSQYGBtTXXS4XnZ2d1NbWLvtacexuYWqyD4DgsVFqXtqlvmZoPU+Sx/qQ08mq6c/zH8O2tbUxPj7O+Pi4ujEq2sYdO3ZQX19f0o6f1YZGo8HlcuFyuWhvb2dqaorR0VH8fr9KPEwmExqNhrNnz9Lb24vNZisoACy3e0rV16LzECkOEdYeUeKA0t/A5Mu12trakGVZvZmcnJzkxIkT6PV6Vcus3Dyudyx6JRe7AIr9TpIkYSbGSjE4OMivfvUrHn74YX7xi18QjUZ57LHHOHjwILfeeiv79+9HkiROh2fIItOdvJD1Wa1HcjGIpkkGMRZAUTLs1Sbr73jmftLRAO/YdiOXdryk5J+fTqcLCu7C4bBacGcymQiHw8TjcbWpg9frRZIkVWZw5Egu86kQBZEftS8H+a4QimZVqTVQrMMUTevAwAA9PT0FRV+LZdIdu5uZevQ8Se4ZLiDJOk8bGrOLbMxPcqwPY+v+inzffORbqU1PTxMKhVRd9c6dO7HZbIRCIaanpxkbG+PEiRMFLhHr3Yc1v7BzZmYGk8mkSkicTqdakKhkmQ0GA3q9nkAgwNjYGOl0el4BYLnGo9r7riikUJQ4ytFxb7Uo95hIkoTT6cTpdLJ161YymYz69GlwcBC9Xo/D4Vj6gwTHoiS52ACLMBFLgaeeeoq3vvWtnD17lpe85CXccMMNvOY1r+GOO+7goYcemvc9Ffu33ZkLJ91QW7oJIAoZBLFIMogRR7VJcjCV4EHPFlq37eGa/a9d8+dls1mi0aiaLQ4EAmqmQKfTFRTc1dXV0d3dXdSmK989QCnaOnfuHL29vSqxqq2tFd6Lc641UiAQwGKx4PV62bVrV9F6A8XAv5hrhNFoLHDMyP9bg8uCucVNbHiWxFSI+GQQ03mXHEmSMLTuI97/OMnhIxUjyYr2UPkOkiTh9Xppb28vesOjZFrnWq0dPnx43iPY9dDMRJHVTE9Pq/IZxXN7bstvm82GzWZTix/zCzWVAkBZlhkbG+PkyZNqdk0hzXq9fs3XgihyC1FiEIUkixIHVJ6w51vJbdu2TZhxWCuq1rf1nnvu4ROf+ETB73bs2MHx48eBnH3QX/7lX/L973+fRCLBTTfdxNe+9jXq6+vV9w8ODvKe97yHRx99FJvNxp133slnP/vZZT3q2rZtG1/4whd42ctept7tnD17lmw2W1RmcO58I5Gt8dxjRcmgRe8qrZ+gCGQQxCLJooxLtePYZvMAMJwKr+rvs9nsvA53iUQCq9WKXq+fV3DX3t6+IkswSZIKiJPSWnh6epqzZ8+i0+kKCuBEaBmdT+58Pp/aqa6xsZE9e/Ysm9wVc41QstAnTpwoKHZRssyO3S3EhnNrSrBnBNP1F264LZe8Dn1jN/r67WX53nCh3kI5R/nZ4vb29hVpi+dareVnmY8fP67ebNTU1JTMB3utyJ+fMzMz6vzs6upa0fzMJwbK5+YXAEqSpGq4T548ydGjR1W3ACXrvprxEGFNBHFI4WYc8yFCLNU+fimw6p2qFCdg9+7d/OpXv7oQTN7C9Bd/8Rf8/Oc/57//+79xOp28973v5Q1veAO//e1vgVwx0Wte8xoaGhp48sknGRsb461vfSt6vZ7PfOYzSx67traW1762MCOn6OpSqVQRkuzHktXgSeR+b6xZu/l9PkSSWyh3nyLEU21yKgq22b04UzECkQnkVAJJv7QGNJPJEAqFVFKsaIgVGUUmkyEWi2Eymaivr1cL7koBk8lUUAhVrJnHcqQJpYSS7VYypsFgUJUJ7N27F5fLVZLMi1arLZplVr6/yWTCa3OBBMgQPDZC7ct3qmPguO5P1hxDMaw0W7wa5Puwbt26VW0m4/P56O3tJZVKzSv0qQSUcz81NaU2M1HcKjo7O0v2pMNkMtHc3Exzc7Oq2VTGOx6Pq1rmmZkZBgcHAVT9ptJCfCVxVJuEiEDENuMoDlEcWNY7lk2SFesnrVaLRqMpGPzVTgydTkdDQ8O83wcCAb71rW/x3e9+l+uvvx6Af/u3f6O7u5vf/e53XHXVVTz00EMcO3aMX/3qV9TX13PgwAH+/u//ng9/+MPcc889q1rwFYujRCIxT3B+NuqnM3Ehs5TfRKQUEJEMihCPKONS7Ti22bzcc+KX3Dh9kkitB9vBd8x7j+Jtnl9wl81mVc9ii8VS0OFu27ZtJSOGi0FpOez1egtaRk9PT6vSBIUklNqHsxgx9Hg8BdricmKxLHPSpcMwmyblj3L2xRPU7WgtKWnMl8DMzRa3tbXhdDrLvonq9Xrq6+upr69HlmUikQjT09NMTU3R39+v6n0VD9ZSPmFQnhQo5x5QXTgqoZnP12x2dnYW3DAoTy7sdjvpdJrBwUH6+vrURg7KmGi12qLnSBS5hSikcDOO+RDFeWS9Y9EVSalw7+/v54UXXsDn86HT6WhqaqK7u5vW1lba29tXPSlOnjxJU1MTJpOJq6++ms9+9rO0tbXx/PPPk0qluOGGG9T37ty5k7a2Np566imuuuoqnnrqKfbu3Vsgv7jpppt4z3veQ29vL5dccsmK41FIcjqdnvfa2fAsXckLJHmhdtSrhWia5GqTwvxYNuPIZZLPyRkAMpoLl206ncbv96vZ4kgkolqzKRIKpeCuublZiIK6uc085rZNnptZWwnyrcvmNrSoFDFcDPlZ5tm4hfGf5/yQQ32jnJoZVkmjx27GFh3B2NSN1upe9ucnk8kCGQGgfveampqqnntJklQ9r9LQQyGN+RZ7q23kki/1UJ4U2Gw2ampqOHDgQNXP/dwbhnw7rWg0il6vx2g0Eg6HmZycJJVK4XK51GvBZrMJ9ZQPxCGFosRxMRXuLQURzkcpUJQky7LM4OAg3/zmN/mf//kfzp07h9vtxul0kk6nicfjaDQarrjiCl72spfxyle+ku7u7hUd+Morr+Tf//3f2bFjB2NjY3ziE5/g4MGD9PT0MD4+jsFgwOVyFfxNfX094+PjAIyPjxcQZOV15bXVQNlAinXd+4cDN5GcPQWTEQCMdaUnyVD9ia2g2qRwM45CNJrsGOXcTdRIJIz/3Dm14E7JEiubbCwWUwvudu3aJXTR3FxpQiQSYWpqivHxcU6cOIHValVJwkKuCYpnr0IMFZ1oR0eH0G1VHTsbGf//jkBWxuzLcO0fXqcWgfm/9jqiMycJ3fBpnFe8YUFpQn62WNHBKppXEW4KFkP+uQcKih9PnTpVUPC2UEOadDqtnvvp6WkymYx6Q7hv3z5hLajm2mkpkiSFNCv1ApDbzwYGBtQmNTU1NdjtdvVzqgkR1mYQZ98UJQ4Qi7CvZxQlyT/96U95z3vewxVXXME//MM/8LKXvQyPx1PwnuPHj/Ozn/2M73//+zzzzDP813/914oOfPPNN6v/3rdvH1deeSXt7e38v//3/6pWDa1spsW67l3pbWUoOUKM8yS5prQkOT9DIMJFVm1SKGIc1UA2myWVSjE7O0vI0UJ/JkNoMkiDYwyDwYDFYiEcDpNKpdRHyZXwaS0H8jONHR0dpFIplQAprgmKB6dOp1P1xdFoVG2nXEp9abmhNRuwdtQSOTVJOhgjNR6itjVHGqd2XE3kqZPYo8PzpAlOp7OgrbIyLpWSkJQLc58wKE8ETp06VdDMxGq1qgVys7OzamFgKXXllUa+JAkKO52FQrkOr2azmXg8zsmTJ4nH4wD09/dXvSBShGtNlH1TlDhArFjWM4rupHq9nscee4zt2y9UVysSBEXnsnPnTnbu3MkHP/hBHnjggTUH4nK52L59OwMDA7zyla8kmUzi9/sLsskTExOqhrmhoYFnnnmm4DMmJibU11YDSZLQ6XQLtqZOTuecBbQWA1pLabNTIjlKgFjkVIQ4oHLnJpPJEAgEmJ2dzZHjUAij0cgl13+KRCKBFIsRjUbVVrm7d++moaFhXZKDxaDX62loaKC+vp5IJMLIyAhTU1Pqda7X6/F4POzcuXPdNjJx7GoicmoSgGDfKJbWXDLC2LqPyFNgDp3j0ksvZWZmhpGREcbHxxkaGgJypKmxsZGWlpaKFcBVCvmuEZ2dnUxMTDA6Oqo6EEmShN1up6uri8bGRmGfFqwW+Z3OkskkQ0NDTE5OEgwG1T3YYrEwOzvL8PAw2Wy2QKZUyWJYEa67zTjmQ6RY1jOKkuRXv/rV899YJDOlLFa33HLLmgMJh8OcOnWKO+64g8suuwy9Xs/DDz/MG9/4RgBOnDjB4OAgV199NQBXX301n/70p5mcnFT7jP/yl7/E4XCwa9euVccxtzU1wIngFM+OnOUlkQQAhhrbqj9/IYjU5Q7EIaeiXOTl1Ixns9mCzJjf70eWZbUJgdlsJhqNYjAYaGhowOv1YrPZ8Pv9TE1NMTAwwPHjxwu8WNdrNlGB0sxDySTPbeah0+lULfPhw4fRaDQFFnPFHs2LCPuORsb/9whyJkuob5T6V+7O1QQ05ORrkTPP8+tf/1rNFm/fvh2Px0M6nValCU899VRBwVepix+rgVgsVqCtNhgMqj2dy+VSW4KPjY3R399fYKvmcDjW9Q1jvuxI8ey22WzU1taya9culRwrmeZUKoXdbieTyTA8PMzx48dzDip5BYA6na4sa6koRGwzjvmotruFKOOwViz6THZ6epp0Ok0qlSKdTpNMJlUf4XA4zJVXXgmsbmJ88IMf5JZbbqG9vZ3R0VE+/vGPo9VqefOb34zT6eTtb387H/jAB/B4PDgcDt73vvdx9dVXc9VVVwFw4403smvXLu644w7uvfdexsfH+du//VvuvvvuVRMESZLQ6/XzNMkPT5zie8/9lpewEwBDiaUWyrFBrEyyCIWEIpH1UsahSCiU/6LRKFarVbVoUwruampqaG1tLaqtzdfyhsNhpqamGBkZoa+vD7vdrjbyKNYERDQo30EhxX6/XyV+3d3dRYmfkmlTivWmp6fVR/P5BU8rLQCrJLQmPdattYRPTpAOxRn43VFmNDHCvgCdgCY8wb6uNlyNW+YRP6UALr87YH7xY74vs+jIP4fT09OqhEbxLp57Dt1uN263m23bthVIEw4dOqQ2M1EIoqi65Hwo8hnF+UM5h42Njezdu3fed6irq6Ourk4tAFTOfzQaRafTYTQaVSeRRCKh2t2V+iZCFFIoShzVJqb52HS3KA0WJcmXXHJJwUlXLshQKER7ezunTp0CVnfHMDw8zJvf/GZ8Ph+1tbVcc801/O53v1OLOL7whS+g0Wh44xvfWNBMRIFWq+VnP/sZ73nPe7j66quxWq3ceeedfPKTn1xxLPkolkk+F/GzNXlhkTKWIZMsWtXyRiWn1Yojk8kQiURUe7ZgMIhOp8NisWAwGFTPYqPRWJAtXs61pTx6ttvtbN26tcDhYHBwEI1GQ21trVCNPABVc6wQ40wmg9vtpr6+Xs2YLQcajQaPx4PH42H79u0FWchTp06pWchi3e+qCcWiLGDPokSUOOWj9fodeA8cYOp3W0lPncYcOoemeeuCn6PT6QpI01ybNbPZXGCzJsr3n2vPpzwN6OzsXNHTgHxpguJN7PP51BtGq9Va0MxEFOKQ39DE5/Op83Tnzp3Lnqf5BYCtra0F7i6KN7PyRGpqaoozZ86g1WoLpBlGo3HVxE4EcirLshBxKLGIMr9EIuzrGYvulv/wD/+ARqNBq9Wi0+mQZZmTJ0/yve99jzvuuGNNB/7+97+/6Osmk4mvfvWrfPWrX13wPe3t7fzv//7vmuKYC4PBMC+TfDYyS3e+/VuZ5RYiYKOQ02ohm82STCYLOtyl02m17bNScKdU8Hd0dJSMwBgMhnlZ1qmpKbWRh7JB1tbWVrRIdm5zhWAwqBKYUhZdmc1mWltbaW1tLcjQ5Xe/q/b3L2hm0uEhfXgaMjKGqQSNDY1IGglDyz7SU6dJDh/BvPPlyzrGXJu1hbLMCmmuZJa52PdfbZe/hZDvTaw0M1EI49GjR9UbsWp//6mpKdWesJQNTfJvGLu6ulTfdGUMZFnGbDaTTCY5c+YMPT092Gy2BVuoL+c7iQIRCKEoZB3EIuzrGYuS5Ntvv73o7xU98Pvf//4NVzBRrHDvXMTPa5JO9edyyC1ALEIoSgdAUcZkOXGk02kCgYDayCMUCmE2mzGZTKqEQiGpSra43CQtf9PcsWPHvCyjxWJRs8wLWaytBfmPwvOdGCpl0aXVatWMmfIkbGpqquD7K6+XI8uY3/p6enpa/f4tLS0F2vHhngChE+NkIkmi56axdtRiu+p2TNt+D1P39as+/kJZ5omJCU6cOKFmmcvlkJDvUJL//VtbWyvi26wUfzY0NBRIevK/fzm13HMt6rLZbMm7HC4Go9E4r2V4vjezyWRCr9cTDAYZGxsjnU7PKwBc6pqoNikUpbEKiEeSRYllPWNVz12bmpp4+OGHicfjG4okS5KEwWAoaCYiyzKDUT8dyZxjhsasL7mzhQJRiCmIQ05BjGxFsfHIZrOqR69ScKc8/tTpdJjNZmKxmNrhbvv27VUvKsrv/qZ0AJuamlIt1pTNsaamZlXFb9lstqD1s9Llzev1cuDAgap+//xH00qWVYlTyTKutfhxbrY8EAiora/379+/4I2IY1czoRM5f/fgsVGsHbVY9s0voF4LFssy57eMXm0jFyhedKZ4XS/2/SuBfFlS/vf3+Xxqll1pZqL4Uq+GZCh+z1NTU6pFXU1NTdUt6vJbhnd0dJBOpwsKAJPJJHa7HVmWGR0dpb+/X127lMy7Xq8vSbfdUkIkkiySxKGaPski7NmlwqIkeWpqing8TiqVIplMqo9uvva1r3HZZZcJo20rJeYW7s2m4pDIUJ/OEWNjTfmKoEQipqLEIsqNgzIeSsGdz+fD7/cTi8XUgjtFQqF0uFMK7kR1WpjbASwYDDI1NcW5c+fo7e1VHwXX1tYuShgUbaXP52NmZgZJktRH6CJ0+FsIOp2u4Psr3dpGRkY4duyYWvyoZNkX+v7FssUej2dF2XJbVz2STouczhA6PkbDq/Yiacu7wc3NMhfLsua3C19ow83vmqg4kShPS/bs2VM13/ulMPf7Kx3wlHbp+QRxMS1/saJDt9tNbW0t3d3dwhZO6nS6gmYuipbf5/MRiURUZ51YLEZ/fz/xeFyVxyjXxCZJLoQsy8LwomqfGxHORymwYMc9SZLYs2cPU1NT6uKo0WhIp9NotVoeffTRDefNCfML94YifjryivbKoUdWIIqjBIhDkqsdRyaTIRwOq93tpqamVAcKo9GoFtyZTCYaGxvXlIGqJvK1nNu2bVOJ79TUFKdPn8ZgMKiyDIfDoRJK5bGt0vq5o6NjXbhpzEV+lk0pflQI04svvqgSfyXLmN/lT7HoWku2VGPQYeuqJ9Q3SiaWJHJ2GltnHcnRYySHDmPacR06V2OZvn3xLKtC/ItlmWVZVknh7OwsRqORmpqaBZ1IRMfcDnj5zVoGBgbUOa7MAaPRuGDRoWK5tt6Qr+XPfyLk8/mIxWJYLBa0Wi0+n49z584hyzKZTIaJiQn0ej0mk6kq172yZ4qw5lSbmOZDpKz2ekbRK1kZ2J/97Gek02l0Oh1arRZJkhgcHOTHP/4xqVRKqAlRKswlyZ12L1/ccj0MjwFg8JaXJItATEGsWCoZRzabVZ+YKPZsmUwGs9mMVqsllUqRSCTUAqDu7m68Xu+6IwVLwWQy0dLSQktLC5lMhrGxMcbGxhgZGVEf4zkcDtra2qivrxc2W75aGAwGVcuZzWaZmZlhaGiI48ePq3Isq9VKfX09e/fuLUm21LGriVDfKJCTXNg66/Dd9z4Sp39HzV3/hu2KP1zzMZaLuVn2YDDI8PAwZ86c4fjx4wAqMX7JS16ybrocLhf5WnbISShGR0cZGxtjYGAAyO0VbrebvXv34vV6N9T312g0BTZ7yWSS8fFxxsfH1YYmkiRhNBqZmJjg9OnTaufDarnoiDD+InGizcK90mDRWXzFFVfM+90ll1zCrl27+D//5//wk5/8hNbW1rIFVw0YDIYCkmzTGdiSNDGrvF6moj0QR1oA4mS1K0HW0+k0fr9fLbgLh8NYLBaMRqMqoVAeIee3RJ6amuLo0aMFbhHrwZN1OVAeoSvZsng8jtvtprOzE7PZTCQSwefzcfz4cYaHhwuyzKJsEmtBvvxCcWKwWq20tLTgcDjUTPO5c+cYGRkpsJhbLTmwbatH0muRUxlCJ8aQX70PQ/MeEqd/R2qkBypIkqFQRuPz+dDpdGqBH6C6hoyPj6uOEavVMouIYjISRUal1+vV+fHiiy+qT1K8Xu+i0pz1hHz/9ampKbW+oLOzE4vFovozz87OYjAYMBqNhEIhJiYmSKVSqs+1ItcqF2HbzCQXh0ixrGesajU3GAycOnWKcDhc6niqjmLNRBLTF75nOTySFYiUvRUllnLEkc1mVf3h7OwsgUBAbfOq1+sLCu5qamrYsWPHPPLX0NDA9u3bVbeE8fFxTpw4oXbGWm+EMd/5QBkXk8mkfn+32z2P/OXLEqamplRPZoUsrbfHzvlODD6fTy3kW0hbrDyWVsiiYrGXTxhXIknT6LXYtzcQ7B0hG08RPj2Fvnk3AMmR3pJ+12KQZZlAIKCSwnA4rGpQt27dOi9brPgSh8NhlSyfOHGiIKO4mJZZROTLjJROf4q2eK6MpKGhga6uLuLxuEqmBwcHAQqK3dZT90tFZqIUXqZSqUXdSDo6OgqkKT6fj0QioUquxsfHGRgYUK0ulTExGAwlWxtF0ySLEAdUt3BPkiRhxmGtWHQHO3r0qPq4WSncCwQCfPvb32bv3r243e5KxVkxzJVb/M9QDzvGZzACGqMOra18C54o2VvYWCQ5m82SSqXUbPHs7CyJRAKr1Yper1ezxYlEYkUFd3PdEuYSRuWRbW1trVBNLBQo7hYKMVR0pyspOJorS5jb+U4pYBKx89tC2eKVOBFoNBo1g6hY7CnjefLkSUwmk/r9l0MYHbuaCPaOABDqG8Wzaw8AyZGe0nzpOcjXXvt8PoAVWZTla5k7OjrUOTU9PU1PTw+ZTKag+59oWeb8G4OpqSkikQhOp5Pa2tqinf6KwWQyFTQzUbS8w8PD9Pb2qnp1r9crVDMTBYlEouDGQK/Xq2uAx+NZMt650hRFr6+4uygFgPF4nIGBAY4cOVLQRnyt1oMikeRqEtO5EImwr2cUJcnKib7rrrt4/vnn1WyIVqvFaDSyc+dOvvSlL9HQ0FDRYCuBuST5X/ue5svR3Pc01JRXdycKMQVxYlltHJlMhmAwqJLiUCiE0WjEZDJhMpnIZDJEo1E8Hg91dXVqY4G1nN+5hHFuEwuFgNbW1lYlu5RPCpUNTMn67d69e82b1dzOd/lWWJXwJF4OFsoWNzU1lcS3Ob/4q5jFWr7FXLFjWTvr0Bi0ZJMZQv3j1F9/FQCZ2WEykVm01rUlJvIfoSs3BgqJO3DgwJqlAnMdU4plmUWYA4r1oeJGUlNTw5YtW1ZtfahAkiRcLhcul4vOzs4C5xPFZjC/mUs1bhryz8vU1FRBU5dSNDUxm81qPUM2m1U7ICpFvmazGZ1Ox+zsLENDQwDzrAdXcnyRyOBmLBsPRUmysnD97Gc/I5VKodfr0Wq16iaYj412IuZqkqXZ2IXXyqhHBrE0yaLEslySnM1m1ceeimdxNpvFarWi1WqxWCxEIhFVV9nZ2VnWTTo/w7h9+3bVO3Z0dJTjx4+r9mK1tbVldYPI36R9Ph/ZbBaPx0NjY2PZ7bksFgttbW0qYcz3JFaaKigbY7ls4ordGKw0W7xaFLNYm56eZmxsjOPHj6tx5Ddy0ei02LbVEzw2SjaeIjaZQutpJTMzRGr0GNqul644jnyyPj09TTqdLumNwUJYLMtcacKoSIkUNw6liU65vZvzb5zzm3koc0C5SS13y3Dlpl3RFyv66ubmZvbv31+2m3aNRlNw05DfAVG5SXU4HGQyGYaGhujr6yto8KJo/BdbH0UqUBOJD2Wz2XUldxMVi45gfX39vN/JsqzawGk0mgKJgCgTdS3I1yTHM2lckQuvldPZAsTJ3oI4sSwWh2KGrxDjaDSK1WpVC+5CoRCxWEwlBNXSB+Y3cejo6CCZTKpZnHPnzql+patpCzsXSuYmv/WzQsj37dtXtWYOxdwSFA3nsWPHcDgc6hisNZOVvxFPT0+rZKyxsZG9e/dWpbiyGGFU4lMauaiShG11BI/lXC5Cx8cwNO8hNjNEcqQH0zJIsuL5m08KFc/j3bt3V00nvFCWOZ8wlirLnP8kZ3p6Wu10WVtby65du6qSwZ3bzEPxXM9vGT63ZfZaroP8dUYpvKytrWXnzp1Vk3/N7YCoyJMUb2a9Xo/RaFSTColEQi0ArKmpwW63z5sXIuxTCkQiydW8eRDpnKwVRUnyuXPn8Pv9tLW1zdtUJUlSH0fF43HOnDnD9773Pe644w66uroqE3UZkd9xbygaYEu+R3IFSPKmJnnhOBSJRH7BnU6nU50olII8RVO3c+dOIT17DQaDqmHMz/AcP35czfAohHE5pD4ejxdkZyRJUrXVIhYO5Xsyd3Z2qsVS09PTqidzvlvEUpt5foZO8S0WpcvZQphLFvJvGsL+IE0akLIQ7Bul9TXvw37wHRjbL13w85TiKWUcE4mE0A0tVpJlXkiaMhdzSaFWq1W1xdWwJFsKer1+Xstwpaahv78fk8mkZpmXE39+t0NFRqHcIIvoX56fPGhvbyeTyag1DUoBoOKKMTk5yenTp9FqterNjrK2bWaSi2PTJ7k0WFBu8c53vhOdTseb3vQmrr76ampqatBoNCSTSWKxGGfOnOHpp5/m6aefRpIkbr/99krHXhbkZ5KHowHaC0hyeZuniEJMQYxYstksyWSSTCZDb28vfr+fZDKJzWZDr9djtVoJhUJotVq8Xi9tbW1CboaLYW7hl5JdGxkZoa+vT9UK1tbWqhnW/AI5JQOjFMK0t7evK1cNmO/JrJA95aZB2RTzyVI+qZqbLRa5y1sxzL1pSCQSDE4+TXrQTzaW4lB/GmdnKzUxGY85pSYplA5p09PTqhOD4kYiYqHoYpibZZ4rS7BarQWFXoocLF9fHQgE1OtFRFK4GIoRRqWoVnFNUTKqXq+3YC1Qrhcl8+rxeMoupSkH/v/tnXd4VFX6x7/T03smBQgJLfQuiCiioHRC0QUbKIqKbVldV6zrrhWx/Swrurrirh0FQhcEFAQEpCg1tEAgkGQmPZPpc35/xHO8c5mEtKm8n+fJo2RuJndO7j33Pe953++Xz+OJiYkA3Bf/lZWVAOpKuGw2G06ePIn9+/cjOjoaUVFRcLlccDqdfr/mAykwDaTFQzDjMZpo164ddu7ciU8//RSvv/46/va3v4kJimc9zGYzevXqhXvuuQd/+pNv9Tu9iXsmuQLt7XWTjEKlhCbWu9mYQKkDBvwXJDudTlRWVro13AEQrk5KpdJjw10oIM+u8a5zo9GI/Px8KJVKqNVq2Gw2UVudlZWFxMTEkDHzkHbKc7UIo9GIc+fO4fDhw0I6imeZAjlb3Fx0Oh30/bJwrmAvACCdxcCm0QjnN549s9lsInBqrBJDMOCpLIEHS7/99hucTqeYp3mZirdra30Nz4Jzy2ipZfaJEycumAuSk5ODcnHUEGFhYWjTpg3atGnjttsiLc0wm82orq6GQqHAxo0bL5Bf9PX9EEiBqT+z2qEwD3EaTLndeuutuPXWW2E0GrFr1y6cOXMGarUaaWlpGDRokFjxBdIWQ0uRZpLPmCrQz1436WriI6BQevczXorlFrzhjpdQVFRUAKhTCVCr1YiMjITJZBIaxnwnI5Tq4D3hdDpRXV2N6upq1NTUgDGGsLAwqFQqOJ1OOBwOOBwOuFyugFlYtTYOhwMmkwkmkwlmsxlKpRI6nQ4KhQIOhwM2mw02mw12ux1OpzOkroWozqmAUgG4GCwnjXBhJyIK9sLVaSy0MTFgjMFut8NiscBiscBsNgtXyFDD4XDAbreLXSVet8oXzPyLB06hdB0Adc9XbgHNFwYajUYsGM1mM2pqahAWFgatVht0O0mNhX8mnq3VarVQq9Uwm82w2+2IjIwEYwyFhYXIy8sT5SpSzXZvj0sgxUL+zmoHyji0lIvuS3N5nDFjxnh8DQidwQDcg+RZSb1QzXbWfT/Bu6UWQGCUOHC8dS58W4w33FVUVFzQcFdTUyMa7tq0aXOBXis38CguLnYz8PC2UoQ3kTexcBcrniWUlpFIt5nPnDnj1vjG3a2CdQx4uYm8trhnz55uDWcul0vo20o1mZtj4hFISDNm9ngNNKU2MJMduj1rEVGyEV2GTUJkn8EA3F0RpaUpwe58x7WGeRmFyWQSGfMuXbq4NbRJGyB5LTPfsm9sLXMgwkuqeH0xL6NITU29oPmUJxmMRiNOnz4tehL4V7Bm17kdPB8Dh8OBpKQktG/f3k2qjzeqyhsAw8LCUFtbi7y8PFgsFsTGxoqA2VsNzIEUJAdSVjuYuWiQ3NAfPFAuhtZEq9UKJ8EYE0M1/36Cd5v2gMArt2itrLbT6RQBIG+44yYeOp1ONORptVro9Xp07969QYWDiIgItG/fHu3bt4fdbndTiuBNe8nJyQHv9iWV5iotLXXrbs/Ozq63u11altGhQwdYrVYRUJw8eRI6nU7UMQf6GEhri0tLS+FwOEQw0FBtsVKpRHx8POLj49G5c2eYzWYxBseOHRNqDsnJyQFfiiHV7eUyfYmJiYjplgbzT6cBAKr4a4CSjbCfOwT0GV/3PcmWvLQ0hS8eA0GTuLFIg12j0QgAjSonkjdAcrk/LrXIS3IC1chDCp/L+Bd3r+zSpQsSExPr3SWQliVI1W3OnDmDgwcPiuY9bwaHrYV0PjcajUJGsSFVFqmpU0ZGhqjT5kGz2WxGVFQUVCqVW+kaX1By3frWiGcCKTD1VyaZ73yECsHT4eQjNBqNqEm2lf2h/+btpj0gdMoteMNdWVmZyBY7HA5ERUWJEoqamhqo1WrRbObJ9rgxaDQaNwMPHmwcPHhQZB5405e/63almdLS0lJUVFSIYM6T7W1j0el0bo1v0jHgmTVv6xE3Fk9jIDU0aW5QHx4e7qbJLFdKkCqGBMIYSHV7+RjI66sdtVYc21oAMAabPQMaAPaiIx7fU9r4lZmZeYFaBNfH5teBv7OLPPvHg6GKigoR0DbX1ERay9yhQ4cLsszSMUhMTAyILDO/DgwGgxiD5ORk9O/fv1llE1Jd4k6dOrnppHOpQakDYiCMAb8O+BjwncHMzMxm7QxKm6GBOkdBPgZVVVVgjCEyMhIOhwOnT58WrohSK/XmNn/7u8RBSiAF7MEMBckyuJmIizFsP34Unfj3qdyiQRwOh1vDXU1NjcgU8xIK3nCXkpLiFfMAnnlJSkpC165dUV1dLTLMBw8eRFxcHPR6PZKTk322Fc0XC1KHNz4GPXr0aPXzkGYXeWaN22QfOnRIWO76srGFG4nI7a+9NQZyEw8+BtLSFLliiLfhixceGPPSiIbGQB2hQ0T7RNSeMsJp1UKtzoD9vOcgWY4ntQiumnLo0CE3Mxtf1bBK5Q65TJ03rwNPMnulpaViDLjToNTMxdvwMiEeFHL9Zm+NgdzMhI+BXJuam5n4Ygz4efAxMJlMXh0DnU7nZhsudQA0mUwIDw+HVqtFVVUVzp8/D4fDcUHpVmPHJdDKLQLlXIIZCpJlcFvqIks1yorLAMQA8E25RaAFyQ1ltV0uF8xms1vDHd/20mq1iIiIQG1trcgWd+rUyadbfdKsUseOHcV2PNcg5Rmb1g4S5F3YVVVVflNhkI8B1yM2GAw4ceIEdDqdGIPWPC+eLeZBcWtli5uDfAykiiGnTp0SKiHJycmtrgwgLQEpLy8XZTBN2TWI7pqG2lN15QfO8MtgL1oN5nJB0YTxk2dYuZ6w0WjEnj17oFAoREDQ2kop0vHmhhb+kKmTyuzxMfCUYfVGlplntHk5DQAkJyejU6dOoqHMF8jHQLrbwG3TpVnm1lQNku5wGQwGuFwuv6jzyMeA7zrxa8FmsyEmpu6Zf/78eRw7dgxardZtF0aj0dT7vAikwDSQstrBDAXJMnjj3pnaSiH/pgzXQBXh/S3aQKpJViqVouwEqLvh5A53XIZLq9UKzWKz2YykpCS0adMGCQkJft/a5ki346UPrT179kCpVIpgsTkPbr6dx/VquSxV27ZtkZCQEBBbmsCFesSebKKbW5oitz72dra4ueh0Orf6TZ7ZzMvLE5nN5ja+SfWrjUYjamtrER8fLzSwm+OgFt0lFcVr9wMAnOEDwaq/haOsAJqkzCa9jxS5mQ1vgMzPz8eBAwdEg1Nz3A+lmXuj0Yjq6mqRue/QoYPPMvcXw1OGVZppb2mWmTseGgwGlJeXt7iUxBvIdxukpR/czIQvGpozL0rNXYxGo+g5CSTJRumuE+AutWcymaBSqRAeHg6LxYLjx49j//79QpPeU61/IAXJ/iy3CJQxaA0oSJbB9TcLK8vR01EX4Pmi1AIIvEwyd0DiQXFVVZXIEoeHh4u6Qq1Wi5SUlIs23AUK0m1YHtiUlJTgyJEjsNvtF61f5T/Dsw/SQCAjIwMxMTEB8QBoCJVK5VaSwLc/paUpPMPqSSnCU12t1Po4Li4u4OXIpLWL0hpZ3vjGA5vk5OR6Axt5ppTrPHfs2LFVsoSamHCEpcXCcr4STJMJpkyAvehIi4JkKfIGSLn7oUajcXM/9PR5pAskg8EgasDbtWsXEDXgF0Nu5uIpyyxVzPBUzy1V5DAYDGKB5E8b7KYgr2nnCRGj0SjUIfiCr6FSLanjX2VlJaKjo5GcnBxQC6SGiIiIQEREBNq1a3fBPM9VmNRqNcrKylBQUAAAbgvrQAuSSQKu5ShYoERlAcI777yDZcuWYcK8ubhy4+8qF73aInV8H6//7mPHjoExhi5dunj9d3nC5XLBarWirKwMZ8+ehclkEpMnz7BzzWL+0Ghus1kgIpVWMxgMqK6uFjW80dHRwuGsrKzMzR1KLlEX7PDPaTAYUFZWhvDwcKGU4XK53LYmpVvUoWLqAtSvtsC3hnnGuKamRiyQkpKSvCJBaNicB+PmvLpzGJqCpGH9oVB5f3taahNsMBhgsVjE3zsqKko0YJaVlSEsLEwsLANdUaUpyMuneODHs4jS6wSAWFT5sozC28gl1srKysTiiS+c+I4Mr7GWO2SGAvzZyMfB4XAgOjoaarUaFosFJlNdo39KSorYSVWpVH4LFrds2YKuXbsKQxpfwdUtuJZ5sENBsowPPvgAn332GcbdNwcjfq37XtLwbCQM6dTwD7YCx48fh9PpRHZ2ttd/F8fhcLhli3kQrNVqYTabYbVaAdRlXxMSEpCRkYG4uDifnZ+/cDqdKCkpwblz51BZWSnMKmJiYpCeno60tLSQmAAaggcIZ86cEUExUJdt0ev1aNeuXUg9BOvDZrPhzJkzKC4uFg9C6f3g7e1zS1El8j/8EQAQ2VGPjJsu99rvqg+Xy4Xi4mIUFhaiqqrqkrwfAKCqqgoFBQV0P3i4H3iJWVxcXMhkEevD0/2gUCgQHh4OnU6H2tpa2O12sSPHF5a+vEc2b96MHj16CJUPXxFqQXJoLHVbEd64p6ywAvjdbc8HTXvAhXXA3oBrEnN5tsrKSqhUKmHmwRiD2WyGRqNxM/IwGo0oKSnBL7/8gqioKLFVH6zGFXKk2RLeaKXVasXEHxsbK7ZTjx07huPHj7tljUIlm+5JuzkhIUE02Mh1qePi4kQ9d6hkkj2ZmvBGz+7du0Or1YrrZPfu3aIB0ltZVF1KDNTRYXBUW1B7ygiXzQGl1vtTt1y3lzf4tWvXDrGxsSLDeuLECeTl5bltO4dKsOjJ2CQ+Ph6ZmZlISkqCw+FwawTlWeakpKSgKLtqLFyLne8u6XQ66PV6dOvWDTqdTmRY9+7dG7K7bNLSPIPBALvdLhpx4+LiRLNyaWkprFar2FUqLi7G8ePHxcJaKsfpzWcnNe61DpRJlvH555/jjTfewB3T52Bwad1Dv/3sYdAlRXv9d+fn58NsNqN79+6t9p4ulwt2u92t4c5ms4kSCofDgerqahEQ8i20+hq35M0YfLLkCgnBdFNK6+5KS0tF3R3fVq9vASCVcSopKRENX3q9PiA0aJuCtLaYK5WEh4e7aYbWtwCQqjeUlZUhIiJCBIvBeC1IGw+5qcnFgj5p1z7/OakudWtdC+dX/4qKPXXGIjHJe5F+9zOtPr7y5i3p4oA3sHn6nfUtKqQSc8EULPJrgQeF3HWWL4gbmhv54qm0tFTUMvP5JBjnBT4GVVVVwtVTr9fX24QqbQSV9mvwcQi2a8HpdIr7wWAwiCZvvV6PhISEej8LL1nj5SlKpVJkknlphrwBsLUTLZs2bUK/fv18vvMbaplkCpJlLF68GC+88AL+c/tzYCUmQAF0+utoKNXezxSeOnUKJpMJPXr0aNH7OJ1OVFVViaC4uroaOp1ONI+YTCahBclX+83JCHOFBD6BAHCbQAItuyqVJpMHhM3t4G7oYRKoFtENOf01V/qJayHzYBEI/PpMaeMhvxb4GDQnIyytaTcajaiqqnLTI25JvXLN8WKc+XIHAEBl+gEd5j0KdWxas95LCreI54EA3zloSU0pz0DzgJEHmTxYDMTMosViEfdweXm5W411c5QYpLXM8muhoQWHP/FkhS1tYm5OkC818pAuHPhXIO442Gw2kQDh9fY8EdScvxtfOEgNTXjzu8vlQk1NzQVmP81RwpGzceNGDBgwALGxsS16n6ZCQXKIs3TpUjz11FP4343Pgtmc0MRFIGvONT753QUFBaiqqkLPnj2b9HMulwsWi8XN4Y4xJqw4ecNdZGSkmJxae+XKJwK+FWW1WkVwkJyc7De3O7ntMZcm81azGVc74JqofCter9f7zRLWU7aYyztdLFvc3N9XX6e/L41c5HDJN0+NaK2tCwu477pw5QsecDS1RMflcOLoa2vB7E4oHKVof1s3hHdsXm2yVMGitLQUWq3WTcHCG9cC/32+aHRs7HnJDS0upujSEvi1IA8W/Z1lli9ueUmNNxIdnpogudSev23Da2trxbOrsrLSLWvujWtBunCQNgDa7XZUV1cjLCzM7fpQq9VNvk++//57DB48GNHR3t8Fl0JBcoizatUq/P2xp/D+xMcAABEdktF22iCf/O4zZ86goqICvXr1uuixdrvdreGOy9PodDq4XC5UV1cLf3pfr9qlGbWSkhLU1NT4zO1O6qjEMzjSxYEvO++lmXZpRs0X2VWpSD53eGtptri5yDVjeVlGczMzTUEeEDZG0swbyAN0q9Uq/h6NvScKPt8O08m6HZu0q6yIu/rGRv1uaXBiMBhEoMoDdl9Kc1ksFreSBC6ZJw0GvIX8fmypNnhzkS4ceGbRl1lmadZcWibli/tRCncj5dcDdyPlwaEvnhP8GcXdYPkzyleLFk+7m9x3AKibO61Wq1jAJSYmNrpkZf369RgyZAiionzTU8XhQXJYWFjA7ZY0BwqSZaxfvx4LXn4DLw2eAQCIG5gJ/XUtK39oLGfPnkVpaSn69LlQbs7pdMJkMomguLKyEmq1WmzLWCwWWCwWxMbGioDQV3azF0PqdldeXo6oqCixSm+NB7SnWkBvuWc1F0/ZVb6tnZycfME5MsZgdzLYXQwapQJadd2kaLY7UVxjg93J4HC5YHcyOF0MNqcLNbVmRLlqoTZX1NWeK3U47YxCVHQ0IiIiAYUSLsbgYoCLMfRMjUKv1LosQ2mtHcsOFovX5P8d0CYGV2bGAwAqzHZ8vPscAEABQKEAFKj7GyoUQO/UKFzdIQEAYLI58d89fxzrcrlgMtWg1mSC2VSDthEKXNOlrpY7Nj4B3x0rh0qpgFqpEP/lX0mRWnRO+iO4zzOYoFYqoFUpoVUroFMpoVECFlM1yiSGAC0xx/AW8lIPaT13fTsOxq3HYNh0GKdLz6NcdwSX3XU/OnXyrLrDM4T8d/CAUNo05G8aMl/hjaAt/VtJXSZ5w5k3XCZbgtQBsaysDAAuaPBqCZ6SFrGxsaKHorUzpS05Rz6HS3XXW0tqVGoeVFJSAqfTKRapSUlJAVESxsufpNrMUVFR0Ol0on9IpVK5XR86nc7jffLdd9/hyiuv9Pnfl4LkEOfHH3/Ewvf/i79mXgcASL6uO+IHZvnkdxcWFsJgMKBv375wuVyw2Wyi4a6iogJ2ux1RUVFQq9XihtHpdG41tf4qa2gsvF6xpKREZPakjX+NeWhJa7ykrl7NaQ4x252osDhgdbhgc7hgddYFntbf/79XajQSI+rG9HhpLbaeqoDN6ap73fH7sU4XbE4XbuqThp6pdav27acr8M62Atj467+/n+33937iqrboH+eAwWDAxpOVeD1PARdTwMkAu6suOOW8NTEbd17WFgCw8UQZJizaW+/nub9nOB4Y0haJiYk4WObANR/8Uu+xT1/bAfOuqbu29xdV4/J3d9Z77MNXtcdz19cFZCfLatHrje31Hnvv4LZ4bXydjGFRtRUdX/mp3mOn9UjEvP4RdSUJ1WbctLX+SXVqTz3+O61ul8XlYoj++8Z6jx2apsV/p3QWjVYD3toOpwvQqpXQ/R5Qa9VK6FRK9E2Pxt9HdhQ/++rmU3C5GCK0KkRqVQjXqBCpUSFCq0RypBa90/7YvqyxOhCmVkKtan6wxUuC5DsOUhtcACg8cAIzp9+K7fm/iZ8dOXIkFi1ahPj4+Asy9lzfurl1tb6Gn7/cxrspJUFSxz+eNeda560VeHsTeXmKfG5rbKZXGhByJYaLmSQFEvXthEktsxszDnyxWFJSAqPRKEqe9Hp9UOh5m81mN31qAIiOjnZrAIyKihJ/W+l9snbtWgwbNsznqkOhFiT7f+kUYGg0GqTE/KErqI333SqMMQabzYZjx46hoqIC1dXVCA8PR1hYGCIiImAymVBTU4OEhASkpaWhZ8+eAT/py9FoNMIOlisDFBWXYMfe32B2METExiM8Jh5hkTHolRaDCG3dDb/7dCm2Hi9CaWU1KqprYWOAWhcOlTYc0MTgkcs6oF1cXTb22/3F+OiXQlgdLpjtLlgdTpjtLlgcdV/f3toHQ9rHAQAW7T6Hv646Wu/5fntbH4zukgQA2Ha6AvctO1zvsQPaxIgg+Xy1FcsOGeo9tsalRGZmJjIzM1EUUYSaAwcBeF6vOn6PmBljcNmsCFcroAKDUsGgViigUaugVaug06jQo1MmMjLSAQDRphpcnhELpQJQKhRQKupckPj/t4//I3sdF6bBxG7J9R7bRxIYRmnVuKVf2u+T4R9nXff/DH3T/zg2TK3EDT31YOL13z8HA5yM4bLMBHTp0g5dunRBcVkV+h/fD4vNDpvDAaZQQqFUA0oVoFAgJVonxqG8shIxWqXIptuZ+z2QEBeL1NRU8e9jpWY4XZ7H1y77/utbTqPS4lmKcVC7GGy6+zLx7/5v/YzCKiu0KgUitSpEaP4IrHukROLfU//YhXpx40lUWZ2I1CrrAu/fj4/QKJEYqcW1PXuKIOng6SIU5OXD8etB6ONjkJaix/2PPYQdpw64nc+mTZtw44034p///Kdb7Xe3bt2CTpIvIiJCWMfzucFoNOLw4cNuxjXyrXhPCiPc/TIYAkIpCoUCcXFxiIuLQ6dOndws7/fu3QuFQuHm/if9bNzYhCcguBJDt27dgs70SWoXzeU5eZb5+PHjF6gxSbPAUrm60tJSoWPdv3//gNldbSzh4eFo27Yt2rZtC5fLJUoJS0tLRZ+RTqdDVVUVzp8/D6fTKRYTROtAmWQZu3btwsbPv8fI8LoMW+Y9w71mS+1yucRKsby8HOXl5XC5XFCr1WLy49stgdDc4HC6UG1zotrqQJXl9/9aHRjeIQG638sBNhwvxc8FlTDZnKi1O2Gy1QWo/N+L/tQTab8HO89vOInXfzoNq8Pl8fd9dHUEuiToYLFY8J9DtfjidP2T28bZAzE4o66L9+1tBZi35li9xy6f2RcjOtVNIh//UogHlx9B2O9ZRa1aCa3qj0zjq+O6YPjvpQM/nizD29vOQKuq2+LX8WPVSmhUSkzvkyqCyZNltfj+WFndsWpl3fG/lwVoVUp01UeKcaixOnCuygq1SgElY6ipqkRleSnKy0qhcDmREBsNrVqF2tpat9pi3ngYTJN+Y/Gk0ctr60wm0wXd4FqtVmT1rQ4XlAoFEiL+2FXZdaZSvMaz+Xy3ICVKi1G/L4QAYN6aY6iyOn6/dp2Sa9mFXqlR+OiGPwLfti/+iHKz54B6QJsYbL73j4C666tbcabS4vHYrskR2P3QEPHvgW//jMMlJvFvRXkh2Mdz6h2vDRs2YODAgQGxZdzaeLJADwsLQ3h4OJxOp9hR41vnwZAhbA48SJJmmflWPG/44pJ9XHovFOcGaUmC0WiE2WxGdHQ0NBoNrFarKLGSKgyFInxRJNVmjoqKgtPphNVqhcvluqABUKPReP2acLnqnueUSQ5RtFot2mrrgi2mADSxrdc84HK5xA3Oa4vNZjOioqKg1WoRHR2N6urqunpUux12ux3R0dFITU1t8c3udDGRHQSAveeqcNxYiyqrA1VWJ6otDrf///CGHoj8PYs7b80xfLTrLGrtnoPZvL8ORdvYuqzk+mNleHtbQb3nUWG2i+BQoYBbgKwAEK5WQKcCNGAw1daiSm2F3W5Hp8RwXOVUISYyDJE6DcI1qrrAVq1EuFqJ1Og/MirXd05ESpQWYWolwn4/Lpwfq1GhTcwfTRkz+6fj9gHpjbqZr+6QIGptL0aHhAjcPbhxmbwonRpdkutuRcYYasMAo9KOMFZXbmOpNcGqUMButze52StYUavViI6OhtVqhcViQUVFBWpqasAYEw0+vMmHN9lo1XULkmgPPTeXtWu8DNLLYzo3+tjjj14Jk92FWpvzj6D698A6QuOeubv38rYwmGxi0fhHAO4SuyAcXuvNUxisoqjB8zAajSEZIAN1c1ZkZKSYP3mpmcPhEIYJ0dHRiImJ8bmrmS9RKpVu9epcPsxms8HhcEClUiEqKgqRkZEIDw8PiQDFE9ysRKPRQKlUori4GNXV1cIIjPfqhIWFBdUuQlPRaDRISUlBWFgY1Gq1cEDUaDRgjEGj0SAiIgIWiwVHjx6FxWJxU5bxl9pSsBGas2oL0Gg0aKuqywbao9RQtKDWEKhb9dbU1Ah5tqqqKmi1WqGTCNRlxtRqNZKTk9G1a1chiyTVazx+/LjYNoqOT4JFqYXR5MCAtjHid339WxF+LqhEWa0d5WY7ys2O3/9rR4XFgZKnhovyhYU/n8Wne8/Xe96VFrsIkhmYW4CsUysRo1MhRqdGpFYFl2QzYkhGLMz2NnX1nBrV73Wdyt+3lVUiQAaA2ZelY2x7HSzVFaitLIPLZkVCQpzYTuRNVhaLBV0NBlxvMKCsrBSRkZGijtmThFR2ciSykxu3oFAq/f8g4dvFPDMilSbr2rWryBZLGyCPHj0qGiBbqsEbKEi32HkdYkJCAlJTU9GzZ0+3+8VgMKCoqAh5eXliHHg9ui/HIUyjQphGJerWG2Lule0b9Z5OpxOrp3eEwWDA+RIjqix2VPXugvuW1v8zZWVl+Pnnn/02Dt6AJxR4GQWvq5WWUUiVO86cOYODBw+6BQKhMA4ul8vN3MTpdCIxMRFZWVmiZl2aZT59+jQOHDgQ0uNQUlICl8uF5ORkdO7cWSij8GbQ0tJS5OfnY//+/aKZPdTGgUvWMcZEWQ2X7XM6naIplhtl8X6msrIynD5dZ0wkbeYNlcxva0PlFjKO7j+M6i9+BQA42kWj+63DmvTzvOFOqlnscDjEBcq3xeQmFk4oca7KivPVVlzxe70sAHyw4yw2nShDcY0V5ystMNbaUev440927MG+SEtOgEKhwL1LD+F/e+oPfKUZ33e2FWDVEQNidGrEhKkRo1MjWqdGtE6FmDA1/tQ7FbFhdWuoomorzHYXonUqROvUorSiqfBtUx4MVlRUiMZD3pxzsWyY1BbZaDRCo9GIRoxgaE4C6rfAbopWrXQcpBq8ycnJDTpBBRrcmYp39mu1WiGR15hx4MomfBx4HSYfh2Cpw5SrMPBxkDat5eTkYNOmTXA6neLnVCoVrrnmGixevNhN6k6pVIodB19K3bUUqc54WVmZuL/5fXGx61qqFFFaWip0f6XbzcGA3W53q6vl49DYchJpLTMfB+m2e7BkWKV11ny3hCdIGjMOXHKQfykUCjflo2BxQeTOf9IGRF6z3ZjnnnwcGGOIiYmBSqWCxWJBTU2NkEptqTwm390JBFWp1oCCZBl5P/+GmuWHAAC6PuloP7bfRX/G4XAIzWK+Lcy3exhjKK+qhgpMbA9vLmbYdb4WhZVWFFZZUVhlgdFkF+9X8vRwkcWtL/DVKhWID1NgQX8gKawuMNhdqcXJGiAhUov4cA0SwtVIiNAgPrzuKylC4/PMKe/c5zcnzw7yBUJLamrlK2qeWQhElzdP2WK5bnFLxkHeyS6VNgqkwMCT7BfXAOVyVC0dB6kWcUvd47yFVKeVm2xwqbr6nBrLy8tx++234/vvvxffk6pbcOqTVuPjEEgNfZ5cCnkGNDk5uUWSfVKLZLkcYCC6YdbW1op7uKKiotWkMj2pAQVydlWu48zrrPV6fYt2zKSNb1IXRKlySCAlF/iCjzdicrUavV7for+Z3NSlqqoK4eHhCA8PF4ksaWkfn5cbOzYUJIc4p75Yhcqfz8ARGQd9fz3iu6WAZWS4HeNyuUQmkGsWVzsUKGdhOG8GCiptOFNth9GuQrFFAaPZiaInhyFSVxes3LfsMD75XWdWSphaifQYHdbdNUCUJWw8UYbjxlroo7TQR2mRHFn33xidCgqFws1KtKSkRARIXAPT14Eil2DiE1FlZSUiIiK86lHPfy/XIS4pKRElCzzr4I/MiTRrLs8WNyZr3hx40MEXDtzIRSqB5Wt4dpBni3mWk2csvBHES+3C+XXo7/IUubtZc+2ajx8/jhMnTqBjx4716iRL8WTmwn+vP3Zf+OJWaoXdUvvjxuBp18JbToONoana6a0Fvx+l2VV+Dfojyyy9V0tKSkQQz+dub81Zcuc7XsbCv/zR82GxWMTcXV5ejujoaDEO3jIFkSeyrFYrYmJiRI03r/eW70TUN39SkBzK7NoF17Cr4VRqcGr8HHT4/kMorRaYVqyApVcvnCkpxa+njThYVInTVQ7c2SMSkWF1It/P76rGhgZ6a355cDC66esu8hWHDNh7rgptYnVoExOG9Bgd2sSGISG86daTUniAWlJSgpKSEpjNZp8EioE42ZhMJjHZVFVViW5nvV7vtUmX11DyB7E0W5yYmOiXzJUndy1+PXgrgyTPkvKHnj+tiOUW0bwHwNsBUnNMQ7xJfSYjfPfFm3OEp/GXa7v6Cvm9KnVA9Ga2XSpXFwi7X9Jse2lpqc+yzJ6SGvw69EdSw1/JHeCPZxVfIPjKndYT0lJArs2sVqvFTobZbEZtbe0FDYDSsaEgOVQ5fRro2RPMVAsAUDAXXEolGGOwaHQYcufb2B+e4vYj717G0DO9rtHs8+M2fPqbEZnx4chKCEdWfDgy48OQlRCOzPhwJEZ4X3pFTn03n16vb9EFzCe4YNm24rqZJSUlrR4oyg0QeHaK19QGUsmHw+Fwq+duzfpdXjvIx4IxFnAObxx5eUprZjKlOztcnkoqVRdopQ5yu+rWcieUZgf5QpVbLwdao6lUh5ffx9ztje/6tGQ+4w3YfIEQiK5/HKlteFlZWatmmetbIOj1eiQmJgZU/4A0u8qbRlurTNBfyazmwOdKHjTX1NQI2UGXy4Xq6moA7g6RYWFhUCqVQVPvfTEoSOYUF8PZsycUpWVQsj+UHOwKJcrCo9H7trdQEhmPBB2QFadFdnIU/nZtJ3ROjm7gTQOHlm7jhEoDhDxQbKoDU33ZYh4QBlqdY31Igzlev5uYmCjKdC42UUttZHnmJTIyMujkhaSfQxrM8SCmMYGivFksWJvmePMg/xx8wdfYbK908cGzs4FaE94Q3O2Nj4XD4XAz8GjM55AuECorKxETE+Om2xssc4S0plu6iEpMTGxUgqE1HFb9jbzhvLy83E1/uDGlc4wxN0tsf5dFNhfeECotzXjnnXcwYMAA9OvXDzU1Ndi9ezeSk5Px3HPP+ft0W4VLOki22WzYsmUL1q1bh++++w5tfvsNqzwMxy29r0bY+DF4cs5MpCbEeHin4ELeEBAWFiYyzHzik0rpSCfIQG32aA78oc4XD06nU0xc0q1PT9ni1ugCDhTqqwmUi/HLgwcuySXNIAQ70vpp/lCXBrzK33eX5M1mgZolbS7SxSDPtnsKeOULBJVK5TZegZQdbA6e/tbc3ElqE80Yc1t08p4Ifg8FSxKhIeRZZqVSeYFRBT+OzyXl5eVCsrOlDYiBQn1N2HLpUn4cf74AEOMQTApE9cEYw/nz5/Hss8/i+++/R3FxMQAgPT0df/rTn/D888+HhJFL0ATJ7777LhYsWICioiL06dMHb7/9NgYNGtSi9zx//jwGDhyIESNGAMXFeGPDBsQ6nW7i0U6lEhVKJXozho5XXIGcnBxMmDABbdq0CfqbHXD3tjcYDFAoFMK5SK1Wu5UOBNI2UGsjraMtLi5GbW0twsLC4HK5RKdvsGWLm4vc1lWtVkOlUsFqtSIsLMxNmizYJ/qGkOr0lpSUwOFwQKvVChMLHih5s9ksEJCXTlRWVorPa7Va3TLvobBAaAjefyEtK9JqtbDZbG7lS4FWPtDaSJMoBoMBJpPJ7ZqIj4/3W12tr5HKefKFolqths1mE4YfXKotFO4Nl8uF/fv3Y9myZVi+fDny8/MxcuRIjBo1CrGxsdi2bRvWrVuHwsJCXHXVVbjppptw5513+vu0m01QpMC++uorPPzww1i4cCEGDx6MN998E6NGjUJeXh70en2z3zctLQ1nz54FADx3112I0WigYqzO6srpBFQqqAAkhIXh5zVr8M2uXVi6dCkee+wxDBgwABMnTkROTg6ysrKC8uLnguMVFRWoqqqCy+USUi92u13YS6pUqpCe8IG6zveqqipUV1fDYrFAq9WKgMhmswltWoVCEZR/68bCXbxMJhNqa+vq83U6HZRKJRwOh/hyOp0IkvV1s7HZbDCbzbBYLHA4HNBoNGIsamtrYbVaYbPZYLfbG+z2DnYYY7DZbOKLL6T5NWG1WmE2m2E2mxERERH0OysNwR0f+UKJzxNA3RxiMpmEnFYoZE3rg8+DjDG4XC4olUpheWy322EymYRxllqtDigZytZGrVa7JQvUarVYMFgsFlRVVYn7JVh3YJ1OJ3bt2oXc3FysWLECJSUlGD16NJ5++mmMGzcOsbF/OJrOmDEDjDEcP34c3333HSwWix/PvOUERSZ58ODBuOyyy/DOO+8AqHuQt2vXDg8++CDmzZvXer9o1y7g2muBiAhg0SLg9tuB2lpg40bgsssA1E2SRUVFWLZsGZYsWYIff/wR3bp1EwFzt27dAvYmkDaocPm6+koHeHNecXGxW3MTr6EK9klP6kjEG6zq0+uVZlbLyspaTa8yUJDWovJuZqk0lvSaCOUtZWnHPdfVvdg1Ia3fbYrZQ6AjN6uR1llLs6TSulUuYybXVw1mGluKBPxxH/F6zfruo2DFU/mAp8y5vFTPZDK5qSGEwm6D2WwWjXe85pxnzuu7JngjZLCYujgcDmzdulUExrW1tRg3bhymTJmCUaNGBf293VgCPki22WyIiIjAN998g0mTJonvz5w5ExUVFcjNzW3dX3j6NBAWBqSkAMXFgMUCtPdsJ8uL8XNzc7F06VKsX78eGRkZmDhxIiZNmoQ+ffr4/WHJ60j5hGWz2dxKBxrTpSvV3i0pKYHJZHLrxg2W4Eiuk8rrTZvyEJOWp3CFCD4OwVJnxkX1pcFgc1QNpMEDN4EItuYkuSoHADdJtMYsBqVd+9JGL16WEsgPQilSXemKigph4tAUFRhp/T5fUPLgOlgatepram2KPJnU2IYvwlvLPMiXSJ3/jEajUObQ6/WNbs6VLx543Tqv4Q2GhAtfLPFnYE1NjVtJSWP6MTyZuvBeBt7n4+/7w2q14ocffsCyZcuwevVqKBQK5OTkYPLkyRgxYkTQPOtbk4APks+dO4c2bdpg27ZtGDJkiPj+3/72N/z444/YsWOHH8/OnaqqKqxevRpLlizBmjVrkJSUhPHjxyMnJweDBw/2ScmCtFu/tLQUFRUVwgJbanHbEmpra8VkwTWIeUNCINWfeXpQtZa7m/T9pTWr0sa/QJr85bWUUmmn1tgZCBaZK76bIg8GeSDHG7Fa8v7V1dViLHjDKw+YA2nxwB/a/Fy5FBU/15bey3yBzseaazIHoiygp8Vva9qby5t/dTqdm8RcIJWzmc1mMadx5z+pElJL50y+g1daWuq2QE9MTAyoLDPvU+HPOq7lzMeipXOm1WoVjdDcKlqqGOWrRuja2lqsX78eubm5WLt2LaKjo5GTk4MbbrgBV155ZdDvgLQUCpK9RG1tLdatW4clS5Zg5cqVCAsLEwHzlVde2aoBFM+G8SDI6XReoOnoLaxWq9h+KysrE65mKSkpfgkIWiNb3Byk2pe8kcUX7lkXOx8+FvV15XuDQDRMkNtVS22avbmw41k0fn/4e/HA5woeuCoUCjEO3vzbSBcPPIvWWvbTzcWT0Y4vyqj4/cHvTa4cwu9NfxhIyF06+f3h7cY7eakXzzJ7042zIeSJD6fTKcYhKSnJa4sZHpBLvQciIyPFM7w1S7j471q7di1yc3Oxfv16pKWlYdKkSZg6dSoGDx4cMEmNQCDgg2Sfl1t4AZvNhk2bNmHJkiXIzc2F3W7HuHHjkJOTg2uuuabJAZQn73WeDUtMTPRb5k6qicm35niG2VtBmTQAKi0tRW1trcgWS+V4fA3PVvKaNakutbcWD3I3Ne586OvMhBR/W+/y64LXh/pTmszpdIq/D188SMsyvBUQSDPnXJKrtTLnzcUff59AtGzn2/j8mvCV3ri0pITr9vq750SaZTYajaitrW01c5uG4Pclf24pFArx3PJXfwE3M+H3Bzcz4XN5U69VxhhKS0uxatUqLF++HJs2bUKnTp0wefJkTJkyJSBKQwOVgA+SgbrGvUGDBuHtt98GUHczZWRk4IEHHmjdxj0f4HA48NNPP2HJkiVYtmwZKisrMWrUKOTk5OC6666r19hDLuLNHc34V6Bp1EonHoPBIGp3W2PikWaLy8vLoVar3ZoPA6nMAbiwFIHrUrc0SJGWDvBGzIiICPFQCaQyBw4/X4PBILZyefaupQ5v9WUqA7FZSG7dLS3LkDf/NOe9ebAhbabzRWawOdRnQtIamVW5u6I0GAzExilpjXxpaWmrlqjwOZmPBd9FCFRNa7PZ7KbL3JpZZn8kdJoLX9zxZz83M5HKs3r623GRgeXLlyM3Nxdbt25Fnz59MGXKFEyZMgXZ2dkB9TkDlaAIkr/66ivMnDkT77//PgYNGoQ333wTX3/9NY4cOYKUlJSLv0GA4nK5sGvXLnz77bdYtmwZzp49i5EjR2LixIkYMWIEdu/ejTVr1sBut2Pq1KmIiYlxM/MItACoPjyZdjTFjtRTttgXGQZv4Gnx0JQHldzxj5cOBKLt8cXgRhQ8yNdoNE1SiJBmZuUNc8HkAglcuPXPFVQau9jhuwg80ATgpkYRLHWF0sxqc2vG5coc3FUzmJprAfcdw/oavRrrBsmNowI5GGyI1sgyc0WakpISlJWVBa3JibwZ32Kx4M0338SgQYMwbtw4xMfHY+XKlVi+fDl27dqFyy+/XGSMMzMzg+ZzBgpBESQDwDvvvCPMRPr27Yu33noLgwcP9vdptRoulwvr1q3DO++8gy1btqCqqgpqtRpdu3bFzJkzceeddwbVQ78+pNvvvBmCPwClzRA8W8ylc/xdq+YNGrvlKa+z5nbBfCwCLQPUHKTGHXwh5akUgY8Ft1fnNb6hZG7iqeFNGvBKx4KPF99FkAbWofAwlNZQl5aWAoC49hsaCx4AhZLBCd9N5PMid7zjwb90LPgivKKiwielXr5GnmWubzeRN5nzUha+W6PX64MqoVAfjDGUlZXhhRdewOrVq3H27FkwxpCeno6xY8fikUceoYxxCwmaIDlUqaqqwj/+8Q+sXbsWeXl5uOKKKzBq1ChkZ2cjLy8Pubm52Lt3L4YMGRJybn9SWZ3i4mLU1NQIlzubzeamRBFMK/3mIK2XLC4uhslkcnP8a01VjkBHWorAJQflYyFViwhl+KKSZwPlY8F3EfxVU+tL5PXtnsYiUEtKWhupFnFJSYlHh9CmyJMFM3ynkS+m5GMRjHKlF0PqerdixQqcPHkSI0eOxNixY5GcnIxt27bhu+++w7FjxzBkyBDccMMNeOihh/x92kFJcOzBhTARERGwWCx47rnnMGLECDfnGgB44okncPr0aSxdutTN7S8nJwcTJ04MWrc/oG6Lmbv9mc3mC1zuGGNQKBRQqVRB+xkbi81mQ3V1NUwmE6xWKzQaDbRaLZxOJ2w2m3D4uhRwOByora2F2WyGzWaDWq2GVqsViye73Q673Q6HwyGukVDF6XTCarUKdz/uXsZd8Phr3DI8FDLp9cGDHv63V6lU4rqw2+3C9a+2tlY4I4Y6TqcTLpcLKpVKZE/tdjtqa2tF0kGj0YTEblN98GcEULeQ4u5/QN1Y1NTUQKfTQaPRBFXpkRyn04lffvlFBMbc9e6pp566wPXuxhtvBACcPn0a3333HSoqKvx01sEPZZKDiGB2+wOaVlcWKvVj9SGvN+RmHJ7qDeurK+QyYqEwFp46/Hm2WFo7GSr1pg0hLSmR1ifzmlz+GeurQ5aXIgQzja1br8/QhY9HKGQQnU6nGAtpP4Ner3e79kOpb6E+ePaYO8Iyxtw06qXuf57Uj/i1EejPEnK98z8UJAcpweD2B7SODqbD4XDrRNZoNCJgDqYgUe7uxhVKmtK5Lu9QB+D2oAyWjFFDigZNcbDypFwQbE530vISXkbAy2saq3ThSWovWMsPuPMfXzBFR0eLz9GYoMaTRjhveAu2GmWujMOTBU1VxuEKOFI1oIiICHGfBKICTn3wRQJ/DqhUKrfnQGM+R306+lwlKhCyzNz1Ljc3F6tWrYJCocDEiRMxZcqUS9b1zp9QkBwiVFVVYdWqVVi6dKnf3P4A7zsq8YwRb8bgMkbybEogwDOkPBBsbQ1U7pjGx8JqtXpsggwUuDYuz5Cq1WoR0LY0wPekgcudIAOxXle62JG60bWWZjIPjORNff7URq4Pb2tp84Y3no3mmsx8Tgq0haW82Yzbvev1+hZnDhvSUg/EjDu3xea7aHyR0BqGL06n0+1Z5U+N/fpc76ZOnYqrrroqIIL3SxUKkkMQX7r9AX9ki7mOI88W89W5t4I1HpDzB4rcFtofE0t9blpcmcBbGT0eJPIHCjdK4EGiPzKJ0pISHrjyB763tzrrc1PzZ5DIz4lnsXzlviffwQD8Lw8nXyTw7XJvn5M/3RfrQ96oyhcJXOXGW413/nTlbAh+n5SUlKC8vFzYYvNFgrfOyZdureR6FzxQkBzicLe/b7/9Frm5uXA6nRg3bhwmTpzYLLc/wL2z2mg0imwxz0j4YztT/qAxm81uXc3e3HqXb2fqdDoxucbHx/slUyWXxGot046L4Um+rLXMEFpyTtISFaVSKRZT3ixR8bRIkBqGRERE+Pw+4bsPfCz4fcIDVG8GidKdBF5b70+LbgButfAVFRVuMnrecrsDPNsf879BUlKSXxYuNpvNbTGlUCjc7l1v7kxxlSODwYCqqiq/L/ClWWaj0Qiz2dxihaH6XO94YBwoJZKEOxQkX0I05PZ3/fXXN7iV5ylbLLU8DrStfT7plpSUoLq6Wky6er2+xZkZaTaKT6DyxphA2s6Wukvx5idp419LJ2bpIqE5Rhi+RKpNzTOJvMyhNRZTnhrI+HURiHXS8iCRN0wmJye3eDtbWm7Egx++kxCImr3cCljaCNmaQSJfrElravnCNdA0vl0ul9sCT1o21xq7QDyLzefo2tpaoRHv7aRGc6itrXXTZdZqtW66zPUtaqSud8uXL8dPP/2EPn36CHOPrl27BtQ9QFxISAXJR48exaOPPoqtW7fCZrOhd+/eeO6553DNNdeIYwoKCjBnzhxs2rQJUVFRmDlzJl566SW3i/yHH37Aww8/jIMHD6Jdu3Z46qmncPvtt/vhE3mP+tz+cnJyMGbMGISFhWHDhg1Ys2YNxo0bB41GE9A2vw1hsVjEZCwV129KjZ98kSCta2ztrThvIg3iSkpKAMBjV3hDSLORXKVEukgIlo7rhoI4bjbQmGucK7Hw0g6+k9BY58BAgS+m+BfPuPMSiKZeGyUlJaIhkwfGgVbzWh9SfWppkCjV527qtVFaWoqIiAgRCLZ0EeJL5A3YzZn/uF06n4vtdruYe/yVPW8OXD2EB81msxn5+fk4e/YsJk6ciL59++LMmTPIzc0l1zsJwRqfhVSQ3KVLF3Tu3BkvvfQSwsPD8eabb2LRokU4ceIEUlNT4XQ60bdvX6SmpmLBggU4f/48ZsyYgdmzZ+PFF18EAOTn56Nnz5649957cdddd2HDhg2YO3cuVq1ahVGjRvn5E3oHLky+aNEiLF68GOfOnYNSqYRWq8XQoUPx1FNPoW/fvgGXLW4O8m7x8PBwjw8t6UPSaDT6tJ7WV/DPyB9aPKvKH1rSbA7fiuUPe94wyXcSguUB1xDyYDcsLMytHEB6bVRXV4tFQnV1dUBnSJuDNOPOrW+lahnS3RhPUnT8uEBsjGsOnurJ61sI8YVXSUmJWHhJHe+CnYvtpEk/o8vlEtlzuRpPYmJi0CwgG6K2thbLly/H22+/jf3790OhUMDpdKJnz564/fbbMX36dKSlpQX9nNBSgjU+C5kg2Wg0Ijk5GZs3b8ZVV10FAOLhtX79eowcORJr1qzB+PHjce7cOaSkpAAAFi5ciMceewwGgwFarRaPPfYYVq1ahQMHDoj3nj59OioqKrB27Vq/fDZvsmfPHnzzzTdYvXo1Dhw4gEGDBmHQoEEwm83Ys2cP9u3bhyuuuAITJ07ExIkTkZ6eHjI3u6ftTz7BV1VVudXkJSYmBtwWYGsizaryh3t0dDR0Op0wOuFNPcGWBWsOcqk9xpjYPTGZTEKHN9jk5pqLXJYtIiICYWFhcDgcqK6uvkDLOdSvDd6cy6UHY2JioFKpYDabYbFYgjJ73lzk5VY6nQ6RkZGiZCNYJTsvhifXu+HDh6NLly6wWq3YtGkTTp8+jauuugpjxozB9OnT0aZNG3+ftl8I5vgs+NM/v5OYmIjs7Gz897//Rf/+/aHT6fD+++9Dr9djwIABAIDt27ejV69e4g8AAKNGjcKcOXNw8OBB9OvXD9u3b8fIkSPd3nvUqFGYO3euLz+Oz1i/fj0KCwsxb948XH/99UhISBCvMcZC1u0PAFQqFSIiIhAZGQmz2YzKykq4XC44nU6RKU1JSQkq/eHmolAoEB4ejujoaFgsFlitVtTU1MBiscBut7upQwRTqU1zUalUiI2NFQ5vpaWlYuHkdDqRkJCAxMREJCQkhHyADEBo6/L7o7q6GjabDU6nEyqVCnFxcYiLi7tkro3ExEQoFAowxsSiUqVSwW63IyoqCjExMYiOjr5kro3U1FQxR5aVlQk3TJfLhaioKERGRiI8PDzor436XO+efPJJjB8//gLH3BMnTmDNmjVYs2YNBg4ceMkGycEcn4VMkKxQKPD9999j0qRJiI6OhlKphF6vx9q1axEfHw8AKCoqcvsDABD/LioqavAYbp0cTKL8jeGxxx6r9zWFQoHMzEz85S9/wdy5c93c/p599ll069ZNBMyB7vbH4eoLPPPBM4Jt2rRB7969ERYW5lY7d+TIkaCtnWsM0lrD0tJSaLVaJCcno3v37kKZQ+pyd/r0aeF61hQR/2BAKqMnd0Hs2LGjKLHhWdXz58/jyJEjTTa7CBbkEos2mw1JSUnIyMgQ2XPp1nteXp5bDbI35cv8AV8s8QZYbmbRq1cvUXLBHQKNRiMKCgrc6rqDqXehMXAFHXmvR3Z2NiIjI8X9ZDQaxb3SmjrxvsLhcGDbtm0iMOaud6+++upFXe86duyIBx54AA888IAPzzjwCOb4LODv2Hnz5mH+/PkNHnP48GFkZ2fj/vvvh16vx5YtWxAeHo4PP/wQEyZMwK5du5CWluajMw5NFAoF0tLSMGfOHNx7770oKyvD8uXLsXTpUixYsADt27fHhAkTAsrtD/DsOBUeHo6kpCT06NHDY2OVQqFAfHw84uPj0aVLF9TU1KC4uBj5+fk4cOCAkJbT6/VBlymSSuXxWmvetd6pUyeP9bQajQZpaWlIS0uDy+USZi779++Hy+USAWJSUlLQZdz55+GLAJvNJhZNffr08bhVHhkZicjISGRmZrpZhufn5weErFlL4IEgvz649XHXrl097qgolUqhh96lS5cLFhBcejBYdyDkettc/SMzM9Pj59FqtUhPT0d6erqbsdKxY8fc5PaC1R6aG/ZwLfb4+HikpKSgZ8+eFyyIFAoFoqOjER0djaysLDe97l9//bVZjqO+oj7Xu3//+9+49tprQ2rx1xIuhfgs4GuSeaNQQ3To0AFbtmzB9ddfj/LycsTExIjXOnfujDvvvBPz5s3DM888g+XLl2Pfvn3i9fz8fHTo0AF79uxBv379MGzYMPTv3x9vvvmmOObjjz/G3LlzUVlZ2dofLySoz+1v0qRJGDRokM8DJ959zANjbhjQGg8n7obFt1i5q5terw/YXQa5y5bU3a0ltdZSp7SSkhJRixmoMk4cHthKHdh4INcSXWupcojBYIDL5fK79m1jkGtqt5YMnKdxlmZVA3FB5UnxpLWcG7ncntQemo9HoGZV+aKaz3kWi6Xe5t7mvC+/Pqqrq4XWvr8WVOR613Quhfgs4P/qfLK+GLW1tQBwwUSjVCrhcrkAAEOGDMELL7yAkpIS6PV6AHU1uTExMejevbs4ZvXq1W7vsX79egwZMqTFnyVUiYmJwU033YSbbroJtbW1+O6777B06VLceOONXnf748jdkrRaLZKSkpCdnd2qD+SIiAhkZmYiMzPTzRnq2LFjPnOGagy1tbUiGyh9IPfu3bvVHsgKhULUonbu3FloUxcWFuLw4cNCMovLqfkLT4FPdHQ0kpKS0KFDh1YrkeC6t8nJyW4Z+5MnT4odiNayWm4JUnUObnISFxeH5ORkdOvWrdX+VvKsKjfPOHLkiMjY8wWEP5vb6lvstWnTBn379m21xR7fgWjfvr3bwlWaVW3pwrU1kJbZSI1OOnXq1Gq7RQqFArGxsYiNjUXHjh2F0Yy8TIVLzHnjudGQ693q1atx+eWXB+TCJZC4FOKzgM8kNxaj0YiuXbvi6quvxjPPPIPw8HD8+9//xv/93/9h165d6NOnj5AYSU9PxyuvvIKioiLcdtttuOuuuy6QGLn//vsxa9YsbNy4EQ899FBIS8B5C2+4/XG4HiufWJurY9pa2O128ZAtLS1FWFiYyD75ottfLtnl761dXuvMpfZ8rQ8rDcr4boI/a2X5ooWbdvi6DIGXlfBz4CYnfDx8Ke8orVWVLlp8WdftKesvlSbzZZa7oRIoX0kKytVceOMyd6X0ZbAoLVPhOuwtdbvjcNe71atXIzc3F5s2bULHjh0xefJkcr3zIsEcn4VMkAwAv/zyC5588kn88ssvsNvt6NGjB5555hmMGTNGHHP69GnMmTMHP/zwAyIjIzFz5ky8/PLLF4hV/+Uvf8GhQ4fQtm1bPP300yFnJuJruNsfD5ib4vbHkTbFlJaWinrIQHP94w8c3vDkLWctT+MRiE1CDodDBERcao8HzN4cD5VKFZDb+9JGSKPRKBohW3s85L+Hl5UEmsObNIvIHSGlfzdvjUegNqB6aqaVajK31nUsd+LUarViJyyQZPzq2yXkWeaLjQe53gUGwRqfhVSQ7G9WrVqFf/7zn/jtt98QFhaGq6++GsuWLROvB6KbjD9wuVzYuXOnsMeWu/3xCdrpdGLr1q1ITExETU2Nm9pAUlJSUGj18owm37psScbKUwaOZySDcTwMBoPYyuXj0ZTAnpdR8PGorKwMukax1s7w+jtj3VJ4PwEPZO12u1gIN6fOXVoSxeuteSAYDEok0v4KaWMpnwObuiPCDXP4Dk8wjkdZWZnIettsNiQkJIi+k+zsbAB/yJfm5uZixYoV2LVrFwYPHoxJkyZh6tSpl6zrHUBxSlOhILmV+Pbbb4UzzLXXXguHw4EDBw7gT3/6EwAErJuMv3G5XPjtt9+wZMkSLF26FHl5eejWrRuAulWl3W7Hu+++iyuvvBKJiYlBLczvyeFOKi3nKSCSGxc4HA63soFgHw/eFGQwGFBbWyvqMuszYZCWlRgMBlFGwYOoYO46r69WmGfdPTWGSrfquX1yfHy8uKYCtZm0MUgl+Xhz18WcDfnCiV9T1dXVot46kJtrG4O0tt5oNIpF4cUMfsxms5hzKisrhQOgv3sFWop0kbxw4UL861//QkpKCtLS0lBRUYFTp07h6quvxpQpUzBp0qSQMsJqLhSnNB0KklsBh8OBzMxM/OMf/8Cdd97p8ZhAdZPxN4wxHDp0CKtXr8aqVauwdetWJCQkgDGGsrIyDBkyBJMmTQo5tz8eAPCHOZdT0uv1iImJEZ3fF7PADSXqs/ONj48XGVJ5WUmo2B57oj7VicTERDgcDo8qGoFUdtTa8CyoXNM7KSkJSqVSlA40ZK8eSsit4vl9kZiYiLCwMFHyZTKZxMJar9cH9cJaDne9y83NxZIlS5Cfn4/k5GSYTCYwxjBq1CiMHTsWY8aMQWpqqr9P169QnNI8AqNoMcjZs2cPCgsLoVQq0a9fPxQVFaFv375YsGABevbsCSBw3WT8zSOPPIKFCxdixIgRmDZtGj755BO0b99ebJfxkox58+ZhwIABwh472N3+pBqiHTp0QElJCc6ePYujR4/C5XJBpVIhPj4effr0Ee5eoY5Uf7i8vBwFBQXIz8/HsWPHoFQqER0djS5duiAtLS1kFwpSwsPDkZGRgYyMDJhMJhQUFODcuXPIz88HUDde7dq1Q7t27UI2MJai0+nQtm1btG3bFjabDQUFBSguLsaZM2cAAGFhYUhOTkb79u2DOmPcWLRardAvdzqdOHfuHM6dO4fz58+DMQaNRoPExET06NHDTXYr2OGud7m5uVi+fLlwvfv73/8uXO9cLhf27t2L1atX4/3338ddd92FFStWYOzYsf4+fb9BcUrzoCC5FTh58iQA4Nlnn8Xrr7+OzMxMvPbaaxg+fDiOHj2KhISEgHWT8TePPfYYXnjhhQs+G3f7e/jhh/GXv/wlJNz+pEiF9Y1GIxhjSEpKQvfu3REdHS0kmPbt2xd0dYPNQdrRbjAYhDpHp06dEB8fL7bQjx49iuPHj4sSBF933vsSqWxdZWUloqOj0bZtWyQlJYkmxcLCQpw6dcpNTi1UM6dcQYZnk6XGLSqVSlw7Z8+e9bk6hD+or98hKysL4eHhopZ5586dwkApWE1upK53K1euhMlkwrhx47BgwQKMHj36gsZvpVKJAQMGYMCAAXj66adhMBga1RweylCc0jwoSG6AxrrJcJ2/J598ElOnTgVQJ3Ddtm1bLF68GPfcc4/XzzVYkd9snqjP7W/JkiXC7W/ixInIyckJaAkfaZNZRUUFIiIikJycjD59+lygXRwVFYW2bdu6daCfPn1abDGnpKQEVAd6c5C7u3HZqU6dOl3QxBcVFYWUlBQ3abdDhw6JRjfe+BfMGdX69HrT0tLQq1evC+qtuQ44r9s9c+YMDh06JKQQeYAYzMitj7kWuSd9a665y9UhuEY1D6aTkpKCvlzJ6XSKzyZVzunZs+cFny06OhoZGRlwOByiOZS7ZAaq052U+lzvPvjggya73jVGyzdYoTjFu1CQ3ACPPPLIRTs2O3TogPPnzwOAELwG6rYGO3TogIKCAgBAamoqdu7c6fazxcXF4jX+X/496TExMTEhtzprLgqFAomJibjjjjtwxx13uLn9jR492u9uf1J4QMcfarwDOyUlBT169GjU31RqCc2b+HiG2Z9aps1FbnISGRmJpKQk9OvXr1FBv9QGOTs7G9XV1cISOpAMOxqLXJ8WgDBuaIzah7xsR2qjfPz4cbEQ85Ved0tpqFa/sfdMWFiYKMvg42s0GnHgwAE3t0lf60M3l/o02Pv3798oRRu1Wi12oqROdwUFBTh06JBohkxKSvL7ThV3vVu+fDnWrl2LyMhI5OTk4OuvvybXu3qgOMW70BXXAI11kxkwYAB0Oh3y8vJw5ZVXAqib2E6dOoX27dsDCFw3mWCnMW5/kyZNwtChQ33yQJRb8fJMT5cuXVrcZCZ1dJO6Yh06dKhFUmrehDHmVkZRW1uL+Ph4JCcno3v37i2aVBUKBWJiYhATE4NOnTqJALyoqAh5eXmIjo4WZRmBtOXOG9AMBoNozNTr9R53FJpKWFiYqFPmrm4Gg0EsqgKx4VGqWFJSUgKbzYakpCRkZGQgOTm5Rfct1+SWBogGgwGnT5/GwYMHAzbrLpeu4xn0Tp06tehars/pzmAwID8/X2hpN1aDuKVwRZc1a9Zc4Hq3atUqcr1rBBSneBdSt2gl5s6di2+++Qb/+c9/0L59eyxYsAArVqzAkSNHEB8fH7BuMqFKfW5/OTk5GD58eKtlGfkkz2uLpe5hSUlJPtGmlUqp8W16f3b3S4Mzo9EIAG7BmS8CeJvN5qYH62sHRCmebLEvJmXW2nCHSp6h5dJ5/BrxteKBpwy6dFfEFwG8NOteVlbm97pdubpLbGysCPB9kaGrz6WyteUVG3K9mzJlCvr27UuBsZegOKXpUJDcStjtdjz++OP43//+B7PZjMGDB+PNN99Ejx49xDGB6CZzKeDJ7W/06NGYOHFio93+pEi3cI1GIxwOh1uNn78llniNanFxsdiu5gGIt0oQ5HJlfJs/KSkJcXFxfs3iyh0QlUqlCFC9FZB50nOWbvP78xrxV9DOd1l42QDPoAeCw5u0btdoNApZPf7ljV0ovsDm16XJZBLXiF6v92utsCejHi5BmJSU1OS/F3e9W7FiBXJzc/HTTz+hd+/emDJlCrne+RCKU5oOBcnEJQV3+/v222+xbNkyFBYWCre/sWPHNijIzx8Y5eXlQdMMJG984iUIer2+RdvL0iYzo9EoTCx41ilQTQqkZSoGg0E4ujVk6NJY5Bn0QC1vkMO33HnWnV/bPHhtybXNjSx4syrfZeHXXyAGRvza5ve7yWQShiQtvbZ5+RHf9bHb7W6GQoFSJiWHNxDzL35tc11mT/cNud4RoQAFySGG1WrF4MGD8euvv2Lv3r3o27eveO23337D/fffj127diE5ORkPPvgg/va3v7n9/OLFi/H000/j1KlT6Ny5M+bPnx+y2pJyt7+jR49i+PDhyMnJwahRo7B//36sWLECxcXFuPvuuxEXF+cWBAbbBC8tQSgtLUVERIQImBtTFsKDQB48cNm6YDWxkDaJcdMF3iTW2O1l+ZZ9sDXKyamvkbCxpTJS18DmjmmgwRea3NwnIiJCjEljFhHcepwvFhhjPi8taU146Y609+LVV1/Ftddei0mTJiEsLAy5ubnIzc3FgQMHMGzYMEyePBmTJ08OKUOolkLP6uCAguQQ489//jOOHTuGNWvWuN14VVVV6NKlC0aOHInHH38c+/fvx6xZs/Dmm2/i7rvvBgBs27YNw4YNw0svvYTx48fj888/x/z587Fnzx4hNh6qMMawa9cuvP7661i/fj3KysqgUqmQnZ2Nm2++Gffff3/ASiU1B4fDIbKHRqMRGo1GBDLx8fHiQSbNoPO6TWkQGKgZ9ObQmKynJ/WFQG3+ainS3QLedOlJPcRTdp4HkcGiINFY6qu3l2dU+XHFxcXi/uLXUjDqFDdEcXExXnrpJaxevRqFhYVQKBRo3749pk6diocffhhpaWkUGHuAntXBAQXJIcSaNWvw8MMP49tvv0WPHj3cbrz33nsPTz75JIqKikSwN2/ePCxbtgxHjhwBAEybNg0mkwkrV64U73n55Zejb9++WLhwoc8/jy+wWq146623hCV29+7dMXbsWPTv319sFW7fvh0DBw4MGbc/OS6XSzz4i4uLwRhDeHg4HA4HrFar2GpOSkoKqSCwIaT1szzI0el0sFqtcDqdl4R5hxxpHXNFRQXCw8OhUqlgNpuF8kowyRG2FPkiwmQyifujtrZW7NQkJyc3SqotmHC5XNi1a5eb692oUaOEsccPP/yAlStXoqamBtdffz2mT5+OG264wd+nHTDQszp4CMwCKKLJFBcXY/bs2Vi2bJnHmrnt27dj2LBhbg/0UaNGYf78+SgvL0d8fDy2b9+Ohx9+2O3nRo0ahWXLlnn79P2GVqvFr7/+imnTpuG///0vMjIy3F5/5JFHcP78eSxbtgxLly7Fs88+i+7duwvzklBoOGGMiS+lUgmn0wmXywWn0wmFQgGtVgudTuf3hkRfolAooFAooFQqoVKpxHjwMVGr1dBoNEG3Vd4SNBoNNBoN1Gq1uE54dp2PVbDfC01BoVAgLCwMOp0OWq0WtbW1bmMC/HFvhQJNcb27+eabwRjD3r17sWrVKhw9etSPZx5Y0LM6uKAgOQRgjOH222/Hvffei4EDB+LUqVMXHFNUVISsrCy370ntJuPj4+u1m+R2lKGIQqHAp59+2uDr6enpuO+++zBnzpx63f4mTZqE3r17B00GjdfS8jpL3qzVq1cvsR0s7b4/efIkDhw4EDDd995ArtDBu/nbt28vMoFSKbW8vDxYrVZRWtBSTd9ApLa2VpRRVFZWChWMLl26iKCIm9wYDAZh2BHMteoXg6vHlJSUoLq6GnFxcdDr9ejZs6coQZHazu/btw+A72UQWwOr1Yoff/wRy5Ytc3O9e//99zFixIgGa8wVCgX69++P/v37+/CMAxt6VgcfwXGnXqI01m5y3bp1qK6uxuOPP+6jM7s0qc/tb8mSJRg1ahSSkpIwYcIE5OTk+N3tT47UaUteS9ulSxePjYhysw6TyYSSkhKcO3cOR44c8bmOa2sjNZfg2+UXMzpRKpWIj49HfHw8unTpIuqTuXsZD5iSk5NDZkwassYG3E1upD/PXRD5mAb7mPDFgtlsRkJCAtq1a1dvuY1Go0FqaipSU1PFwspgMODEiRPYv3+/m/5woI1JbW0tvv/+e+Tm5pLrXSOhZ3XoQld7ANNYu8mNGzdi+/btF2yHDxw4ELfccgs++eSTeq0kgYvbTfLXCXcCze1PjjTDZzAYhCtf+/btkZiY2ORMcGRkJLKyspCVleXmCHbs2DHhCBbI0l7AH0oD0jFJTExEZmZmk5vMpJbQHTt2dMtEHz16FFFRUSLr7m+734aQmkiUlJSIMcnKymqyLJnU0Y27IPLabumYJCcn+8Rop7nImxEdDgeSkpLQsWPHJmeC5Qsr7gzJx6Ql+sOtgdT1bvny5Vi/fj1SUlLI9a4J0LM6dKHGvRCgoKAAVVVV4t/nzp3DqFGj8M0332Dw4MFo27ataAYoLi4WgcATTzyBJUuWuDUD1NbWYsWKFeK9rrjiCvTu3ZuaAZqAzWbDxo0bsWTJEq+6/XnCYrG4qVHodDqRsfKWnrPdbneTluPudnq9PiAaluRW4VxpwBdjwktatFqtyDAHgroBV1/gjYnSxjtvjgn/OxiNRmGBzE1d/D0mfFHJA2OFQuH1ZkS5/rBSqfSJtjZjDGVlZVi1ahW53vkQelYHHxQkhyCnTp1CVlaWW8dsZWUlsrOzcf311+Oxxx7DgQMHMGvWLLzxxhtusjJXX301Xn75ZYwbNw5ffvklXnzxRZKVaQGt7fYnR6pLazQaUV1d7XPLYylOp9NNFUKlUrlJy/nqwcuzdVyJwZ9ZXXnwBUD8fXxpMmK1WsWYcJ1sPia+XsxIs9f+lI2TB+5cCpFLtfl6TLhLo9FohMVicStVaenimlzvAg96Vgc+FCSHIJ5uPMBdoDwpKQkPPvggHnvsMbefXbx4MZ566ikhUP7KK6+QQHkrIXf7O3fuHEaOHImJEyc26PYnhwdd/OHObbEDTZKMB0LcrMPlcomgrLWDw8Zq+vobfp58TLhdNXdca+2/HZdtKykpEfbTfNESKHJ+0oUer5dvLYc7T/DFAncYjIyMFIFxIJXFSCX3KisrERUVJRYSjZ0r5K53O3fuxODBg0XGONTkLIMNelYHPhQkEy3m1KlTeO6557Bx40YUFRUhPT0dt956K5588km3hz65CP1BQ25/48ePR2JiotvDy2AwCMe80tJSaLVar5cMtCaegkOpHW9zMofymmuuqsCD8EBvMGKMiWZIg8EglBL4QqI5DV3yJrPa2lqxgEpOTg4KGT9PLoYt1RvmRjElJSVCpYMHxoFqoS7FZrMJLfPS0lIolUph6BMTE4Po6GhxLGMMR48eFRrG+/fvJ9e736FnFdFUKEgmWszatWvx1Vdf4aabbkKnTp1w4MABzJ49G7fddhteffVVAOQi1BD8ofbtt99i6dKl2LdvH4YMGYKBAweioqICP//8M/Lz85Gbm4v09HQkJycHVMarqXiyg05ISBCBUEOBHF8o8GCBS9cFSq1vS5A2Q3IJOj4mDTW5SZsRecY+mBYLDcGdIXkJAg8OeR1zfbsR0gVISUkJampqgt4em8N3aIxGI9atW4dnnnkGAwcOFJnITZs24eTJkxgxYgSmTJmCnJycCxbdlyr0rCKaCgXJhFdYsGAB3nvvPZw8eRIAuQg1BqvVik2bNuHzzz/HypUrUVlZCZfLhYyMDEyfPh0zZsxAZmZmyD3sPGnxSrN88pKB6Ohot5KBUBsPwHOtrNTW2Ol0isa70tJSv9V++xJpzW5JSQlsNptbqYpGo/G4WxGqGtYulws7duzAhx9+iLVr16KqqgqMMWRmZmLatGm44YYb0L9//5C8P1oTelYRDRG8KQYioKmsrERCQoL4N7kINczs2bPx5ZdfIi4uDhMmTMBnn32G4cOHo7y8XLj9vfHGGyHn9gcAERERyMzMRGZmJqxWq9BiPnbsmPh8sbGxSEtLQ58+fYKiZKClaDQapKWlIS0tTWSKz58/j3379sHlcoExhrCwMKSmpmLAgAEBLafWWiiVSiQkJCAhIcFNozo/Px8HDx4ULomJiYno0qWLT5sifQV3veM1xjU1NRg3bhw+/PBDjB49GmazGatXr8aKFStwzTXXICYmBs8++yzuuusuf596wELPKqIhKEgmWp3jx4/j7bffFttXALkIXYyxY8fi/vvvR58+fdyCnfDwcDe3v9zcXCxdujSo3f484XA4hAKE0WgEUKcFqtVqYTabUVpaCqvVCrPZDL1e7xc9WV/DSwZ4eUlVVRViY2MRHR0tttwLCgpQU1MjssiB0rTpTaRZdIPBAKVSibS0NGg0GphMJpSWlsJkMqGioiIkrhW56x0A5OTkeHS9i4yMxIwZMzBjxgzYbDb8+OOPiImJ8depBzz0rCIuBgXJRL001kWoa9eu4t+FhYUYPXo0brzxRsyePdvbpxgyTJ48ucHXeYZs1qxZmDVrVlC5/dWHVJKsrKwMYWFhSE5ORp8+fS6Q35IGRvv27RMatikpKSFVXiBV6SgpKYHFYkFCQgLatGmDvn37XhAE87rbwsJCHD58WLgoBktDWmOR607rdDro9Xr069fvgiBYuuDiltD+kNxrCfW53n311VcYNmxYo+rMtVotrrvuOh+crf+hZxXhLShIJuqlsS5CnHPnzuGaa67BFVdcgQ8++MDtOHIRal08uf0tWbIEN954I8LDwzF+/Hjk5OT4ze3PE57UHKTW2A1JkvGaW71e76axe/DgQeEkyGtTgyEIkuJJpSM5ORmdOnW6aOOd3AWRa1QfP368VVQh/AkvveGNjFzrumPHjg3WoqvVanGtMMZEHfOxY8eEJXSgqX1wGby1a9ciNzf3Ate7wYMHB9117UvoWUV4C2rcI1qFwsJCXHPNNRgwYAA+/fTTCyZ0chHyDQ25/V1zzTU+DwqkzVYGg0HoAvMgpaXlAVLJM5555c1cgdysdbHGvJZmxrkqRLA19vEmTt6kGRsbKwLe5kjiSWGMuTWJct1ofxnvSF3vli9fjo0bN6Jjx46YNGkSpk6dSq53XoKeVURToCCZaDGFhYUYPnw42rdvj08++cRt0uEra3IR8j31uf3l5OTguuuu85qZRHNlu1pKoMt+NVfiraVITV0MBoNb5t3fEnEtkQNsKf6QE5S63i1fvhxbtmxB7969MXnyZEydOjVkmnEDFXpWEU2FgmSixSxatAh33HGHx9eklxe5CPmP+tz+cnJyMGbMmBZvx3sygOABh78ap8xmMwwGA4qLi4W0HM/W+sJtzhtmIa1xTv42G+ElEPwcbDabXyyppUitw41Goyh54XXMLVlIcNe75cuXY/ny5eR650foWUU0FQqSCeISg7v98YD56NGjuOaaazBx4kSPbn+e8LWVcEvhWUNefsDrdfV6fatmcaU1sL6wnW4pvrKt5jJ2PDBmjInFgjd3F5pDa1ick+sdQYQGFCQTIcu7776LBQsWoKioCH369MHbb7+NQYMG+fu0AgrGGPLy8oQ99r59+zB06FBMnDgREydORFpamniYWywWHDp0CBERETAYDLDb7SILGYgBYH1I63V5PTAPmOWqGo1BmoU0GAwAgk9NAXBXG+ELCR7INmenweFwCEUSo9Ho1nwZTO6ItbW1YiFRWVkpGgirqqrQp08f8TlcLhcOHDiAZcuWYcWKFThx4gS53jUSmquJQIWCZCIk+eqrrzBjxgwsXLgQgwcPxptvvonFixcjLy8Per3e36cXkPBtYR4wb9++HX379kVGRgaKi4uxb98+ZGdn49///reoLw6WQKc+6gtweb1ufZ9PLkmm1WpFBjaYAsD6kAe4SqVSfL6G/u42mw1GoxHFxcUoKytDeHh4iwLtQIN/vvz8fOTk5CA6Ohq9evVCVFQUfvvtN5SUlGDUqFGYMmUKxo8fHxKf2dvQXE0EMhQkEyHJ4MGDcdlll+Gdd94BUJfladeuHR588EHMmzfPz2cX2OTn5yM3NxfffPMNtm/fjvDwcNTW1qJjx46YNm0aJk+eHJINRnLbY7vd7iYtJw2MpZJker0eUVFRITceHKnkXklJCZxOpyghSUxMhNPpFI13FRUVbrbhUVFR/j79Voe73i1evBhLly5FdXU1NBoNFAoFxowZg6lTp2LMmDGIi4vz96kGBTRXE4EMBclEyGGz2RAREYFvvvkGkyZNEt+fOXMmKioqkJub67+TC2AqKiowbNgwHDlyBFdffTVycnIwYcIEZGRkuLn9ff/998jMzMSECRNCwu3PE7zBrbCwUATMQJ2Fdnp6OlJTU/3SeOdveC362bNnRdMdUDcuqampSE9PD8lx8eR6N3HiREyZMgUjRoyATqfDnj17RA3ywYMHcfPNN+OTTz7x85kHNjRXE4EOmYkQzcblcgVkcGQ0GuF0Oj3ahnKdS+JC4uLi8Nxzz2H48OGIjY11e03u9rdy5UosXbrUze1v0qRJuOyyy4KmBtcTnnSdk5KSEBMTI1z/Tpw4gdLSUpEtDcWgUA5fNPBsstlsRkJCAuLi4uB0OlFeXo78/HyUlpb6TXe4tZG63q1ZswZRUVENut4NGDAAAwYMwD//+U+cOnUKp0+f9tOZBw80VxOBDgXJRJOx2WzQarUBGSATLSMnJ+eix8TExODmm2/GzTff7Ob2d8MNNwSs219D8OCXB8ZAXV1ydnb2BcoLnTp1gsViETXMR48eRVRUlGhIC6XyAr5g4J+Vl5906NABSUlJFwSJUgWRkydPIiwsTCwk/CUD2BQu5np3+eWXN3oBmJmZiczMTO+eMEEQXoeCZKLJ/O9//8N///tffPTRR+jUqdMFr/s7w8ytick21PtEREQIWSubzYYNGzZgyZIluP322+FyuTB+/HhMnDjRL25/DcEbsLgknE6ng16vR58+fS6qcBEWFoaMjAxkZGS4vU9+fr4IDIO1Uc1TI6Ner0e3bt0u2qip1WrRpk0btGnTRjT+GQwG7N2712eGMk3Fk+tdhw4dMHnyZDz99NPkeudlAnWuZozhiy++QL9+/dCtWze/nQfhf6gmmWgW8fHx+OSTTzBx4kQ4nU6oVCowxgImKBg8eDAGDRqEt99+G0Bd4J6RkYEHHniAmkF8gNTtb9myZaiursaoUaO87vbXEGazWQR/vMFMai7S0ms3WCXPWlsST059GWl/mYc05Ho3ZcoUdOvWLWDmsUuBQJ2r77rrLpw/fx5//etfcc011/g9+UP4BwqSiSbjcDhw5513QqFQYNGiReL7CxYswLvvvovc3Fz06dPHfyeIOlmhmTNn4v3338egQYPw5ptv4uuvv8aRI0cuqH8jvIvL5cKOHTuwZMkSr7j91YfU8IRbHvvKpro+84xA0U622WxCkYI7JHrDXEWOv/4mjDEUFBSIxjpyvQscAnWurq6uxoIFC7B48WL8+uuvQaMDT7QuFCQTTYKvpt955x289957OHjwIM6cOYNXXnkFn3/+OV566SXMmjWrRTaurcU777wjBOr79u2Lt956C4MHD/b3aV3S1Of2l5OTg3HjxrXYcCHQspbAHw5uxcXFQhFC6sLnq3PimXRuiuEtd73mnJM3svvc9W758uXIzc3F/v37cdVVV2HKlCmYNGkS2rRpQ4FxgODPudrlcoEx5nHh6nK5hPTl448/fkFDMxH6UJBMNIsTJ04gJycHM2bMwLp162C32/HMM89gxIgR/j41IkhoittfQzidThiNRtF4x+tf9Xo94uPj/Z61lcIYQ01NjQhWTSYTEhISRLDamnXbjDGYTCbxu2pqanyWSW8O9dWJc4OWxlwL3PWOZ4yPHz+OESNGYOrUqeR6dwlSXwkgLxGUYzQakZSUBKDOMEij0eD999/Hxx9/jEcffRRTp071+jkTgQUFyUSz6dWrFw4ePIj77rsP//jHP5CYmNji93S5XFAoFAH/IHvppZewZMkSHDlyBOHh4bjiiiswf/58ZGdni2MsFgseeeQRfPnll7BarRg1ahT+9a9/uW0hFhQUYM6cOdi0aROioqIwc+ZMvPTSSwGRifclcre/n3/+GQMHDhQBc2Zmpts1ce7cObhcLhgMBpSVlQWdkgKntrZWBLFVVVWIjY0VZQ/NkZbjUm38PS0Wi8haJycnB4XaCFC/4gi3ypaqiLhcLvzyyy/CDrq4uBijRo3C5MmTMX78+KC6HloLmp+AvLw8t89b37OlrKwMf/3rX/H1119jwIABmD59OubMmQOHwwG1Wo3i4mLMnDkTGRkZ+OCDD3z9MQg/Q0Ey0ST4yvzMmTP461//CqfTiW+++eaix9cHL98oLy+HVqv127ZvUxk9ejSmT5+Oyy67DA6HA0888QQOHDiAQ4cOic8wZ84crFq1CosWLUJsbCweeOABKJVKbN26FUBdINC3b1+kpqZiwYIFOH/+PGbMmIHZs2fjxRdf9OfH8yuMMZw/fx7Lli3DkiVLsHnzZnTv3h1XXnklamtr8csvv+DgwYP4+OOPMWDAALE1H+xYrVZRelBWVobIyEg3abn67iPuiMd/1ul0ivpnrh4QzLhcLlRWVqKkpAQffvgh/vOf/2DQoEHo2bMnamtrsX79etTU1GDcuHGYPHkyxowZExLXQ0u41Oenr776Cl9//TXef/99kRnm2Gw2/O9//8Px48fxpz/9CaWlpcjNzcWUKVOwatUqvP766/jtt9/Qs2dP8TPz5s3D7t27sXDhQnTs2NHXH4fwIxQkE02CB70rV67EE088gXnz5uHmm2+ud/uK43Q6AeCCY/j7vf7663jsscfw6KOP4umnn74gixZIyhmeMBgM0Ov1+PHHHzFs2DBUVlYiOTkZn3/+OW644QYAwJEjR9CtWzds374dl19+OdasWYPx48fj3LlzInuzcOFCPPbYYzAYDJd8owhjDLt378aXX36JL7/8EufOnQNQZ2wydepUzJgxIyTd/oC6rV6p4gQvPdDr9YiNjYXL5RJKGrzEhL8eHx8fkmNitVqxadMmfPTRR9i0aRNsNhtcLhd69eqFmTNn4oYbbkBGRoa/TzMguVTmJ550eeyxx3Dq1Cl89dVXcDgcUCqVWLduHSorK7Fx40b89NNPiI+Px759+9C9e3d88MEH6Nu3LwCgW7duGDVqFObPny/Kn/73v//hX//6F1577TVcccUVfvyEhK8JvZmU8Co8UD1w4ABcLheuv/56AO7BL193/fzzz/jmm29gMpmgUqk8BtEKhQIOhwOHDh2CTqfDp59+KgJqAKisrMT58+ehUCgQyOu5yspKAEBCQgIAYPfu3bDb7Rg5cqQ4pmvXrsjIyMD27dsBANu3b0evXr3ctjdHjRqFqqoqHDx40IdnH3i89tpryMjIwIgRI1BYWIjXXnsNFRUVqKiowP/93/+htLQUo0aNQq9evTBv3jz8/PPPbtdNsKPRaJCWloY+ffpg+PDh6NKlCywWC3bv3o0NGzZg06ZNOHLkCDQaDfr164dhw4ahW7duSExMDKkAuba2FsuXL8edd96JrKwsPPjgg2jfvj1WrlwJi8WCU6dOYfbs2Vi9ejU6duyI/v37Y8OGDf4+7YAjFOYnxthFnwFKpRIulwthYWGiJEetVkOpVOLZZ5/F3LlzoVKpsHv3bvzwww+44oorUF1d7daQd8stt2DlypUoKSkR37vsssuQl5cnxo+4dAid2ZTwGadOncLGjRuRnZ2NpKSkCyYuHkibTCa88sorSE9PR3Z2Nk6ePOl2HP+5ffv2wWAwYODAgdBqtaipqRHHrFixAm3atIHJZArYTLLL5cLcuXMxdOhQsUVXVFQErVaLuLg4t2NTUlJQVFQkjvFkx8pfu5Tp1q0bPvroIxgMBnzxxReYNm0aYmJihNvf4sWLUVxcjNdffx3l5eW44YYb0LVrV/zlL3/Bjz/+CLvd7u+P0CpYrVacO3cOZ8+eRUlJCSIiIpCamork5GQwxtxeC5VFQlVVFb7++mvccsstyMzMxJNPPon09HSsWrUKBQUF+Ne//oVrr70WarVa6Ol+//33KC4uxsMPP4z09HR/f4SAIlTmJ2k9scvlgsvl8nicUqnEr7/+Cr1eD5vNJp4zN910E0wmEwYNGoSwsDCo1WrcfffdsNvtyM/PFz8/Y8YMnDx5EocOHRLfa9++PVwuF0wmkxc/IRGIBH71PRFwREREoGfPnujVqxeAugnLU5Z4xIgR2LFjBw4dOoTc3Fy0a9fO4/vt2rULJSUluO222/D5559j3bp1mDFjBkwmEzZv3ox+/fohMjLSraTD6XRCqVQGROB8//3348CBA/jpp5/8fSohw9ixYy96TH1ufzNnzhRufzk5ORg+fHhAuf1dDE/NfMnJyejatSsiIiLEcVxazmAw4Pjx4zhw4EBQNuk15Hr31FNPoV+/fo3KjickJODWW2/1wRkHF6EyP5WXl2POnDmYN2+eKI2Qw58RsbGxOHDgALRarfje0KFD0a5dO5SWlorjR40ahUceeQR79+7F8OHDoVQqkZGRgc6dO+P7778Xc0deXh4uv/zygHjeEL6FgmSiyej1erz++uvi3w3VIisUCvTo0QM9evTw+BpjDHv27EFMTAzuuusuvPXWW7BYLADqshVr1qzBww8/LI6X/05/1yo/8MADWLlyJTZv3oy2bduK76empsJms6GiosItWyO1W01NTcXOnTvd3o/bs5J9dtPQarUYM2YMxowZg/feew8//fQTvvnmGzz00EOorq7G6NGjMXHiRL+5/TVEfbJw6enp6NOnT70BvkKhQFxcHOLi4tCpUych91ZQUIBDhw4FtNybJ9e7Xr16YcqUKXj11VfJ9a6VCPb5SapIER8fjw0bNqBv375wuVz49NNPMXLkSIwdO1Y8B/hiatiwYZg3bx4YY+J7AwcORJs2bXDkyBGYTCZERkYiOjoa/fv3x44dO1BUVCR2Ia677jp8+eWXeOSRR5CamoqKigqh4UxcWlC5BdFkGGP1bnU15T0A4NChQzh58iT69OkDrVaLoUOHYtOmTeK1wsJC3HLLLQDqttF+/vlnPP3003j99ddRUlLi8UFaX91aa9Y0M8bwwAMPYOnSpdi4cSOysrLcXh8wYAA0Go1bfWReXh4KCgowZMgQAMCQIUOwf/9+t9q39evXIyYmBt27d2+1c73UUKvVGD58ON555x2cPn0aa9asQbt27fD3v/8dmZmZuOmmm/Dll1+isrLSb3XujDFUVFTg6NGj2Lp1K3bu3ImamhpkZmbi6quvRv/+/dG2bdtGZ8AVCgWioqLQoUMHXH755Rg6dCiSkpJQVFSEn376CTt37sSpU6f8ul3MZf7eeustXHfddcjOzsbixYsxZswY5OXlYffu3XjqqafQvXt3CpBbSDDPT4wxUTok3S0sLS2FRqPB888/jyuvvBKnT58WQS0/hv/3sssuQ0VFBXbs2AGFQiHeb/DgwTh27JhbKcWkSZOwZcsWtzrrf/7zn9iyZYtYDHTs2BHz5s0LqXp/onGQugXhF3gX8kcffYR///vfmDdvHiZNmoQnnngCP/74I7Zu3YrZs2djy5YtOHLkCGpqavDZZ5/hvvvuw4QJE3D27FnR0HXzzTd7/B0OhwMqlcorD9z77rsPn3/+OXJzc920OGNjY4Uyx5w5c7B69WosWrQIMTExePDBBwEA27ZtA/CHxFJ6ejpeeeUVFBUV4bbbbsNdd90V8BJLwYjL5cKvv/4qtJiPHTvWqm5/jfn9cqvqpKQk6PV6r1pVW61WYQPtSwtqgFzv/EWozE8bNmzAtm3bMG7cOKSnp2Py5MnYtWsXfvnllwazuna7HSNGjED79u2xaNEicW/99NNPePjhhzFr1izce++9AOp0ku+44w7885//RJ8+fTy+n793LAk/wgjCjzzwwANs1KhRzGAwMMYY+/rrr1m/fv3Yxo0bWbdu3djf//53xhhjixYtYr179xb/ZoyxJ554gvXs2ZNVVFQwxhhzOp3sX//6F6uurr7g9zz88MPs4MGDjDHGXC4XY4wxh8PR7PMG4PHr448/FseYzWZ23333sfj4eBYREcEmT57Mzp8/7/Y+p06dYmPGjGHh4eEsKSmJPfLII8xutzf7vIjG4XK52OHDh9kLL7zABgwYwNRqNbv66qvZa6+9xo4dO8ZqamqYyWRq8VdVVRU7efIk+/nnn9nKlSvZmjVr2O7du9mZM2dYdXV1q/yOpnxVVlayEydOsO3bt7MVK1awtWvXsj179rCzZ8+22meurq5m27dvZ/PmzWPdu3dnWq2WjRkzhn344YespKRE3H+E9wiU+cnlcjGn0+nxNYfDUe8c/O6777I2bdqw1NRUNm3aNPbJJ58wi8XCGGOsTZs27JVXXrno7165ciVLS0tja9asEd+z2+2sV69e7O6772ZWq7XRn4O4dKFMMuE3Dh8+jFtuuQWDBg3CwoULAQCFhYXIzMzEq6++iocffhjHjx9HVlYWJk2ahIiICLzyyiuitu6HH37AnDlz8MYbb2D06NFYu3Ytxo4diyeffBJnzpxBcnIy5syZg7CwMLRt2xa//PIL+vfvL+xGX3jhBZw+fRrPP/889Hq9P4eC8COMMZw6dQpLlizBsmXLLur2dzHsdrvI3JaWlgo3QL1ej5iYmIDJSDmdTrfMtkKhEHbeCQkJTdpalrveFRUVYdSoUZgyZcol63p3qcJ+L8fztDPCw42GroXCwkJMmzYNkyZNwl//+lcAQE1NjZB0u+eee/Drr79iy5YtF21OnT17Nk6dOoVPP/1UKHPs2bMH3bp1u0CLn+9uEoQUuiIIv9GuXTvMnTtXiNkDdZPnwIED8dJLL6Fbt27IyspCWVkZCgsL0bVrV6SlpYljo6KicP78edHxv3r1agB1wXf//v1hNpvx5z//GW3btkVCQgKMRiOAOg1ak8mEAwcOoKCgAPHx8T781N7j5ZdfhkKhwNy5c8X3LBYL7r//fiQmJiIqKgpTp04VzTecgoICjBs3TmzDP/roo3A4HD4+e/+hUCiQlZWFRx55BJs3b8bp06dx2223YcOGDejXrx+GDh2K+fPn48iRI/XWMFssFhQUFGD37t348ccfUVBQgJiYGAwePBhXXHEFOnfuHHCBokqlQnJyMnr06IFhw4ahV69eUCqVOHz4MH744Qf89ttvKC4urvdacDgc2Lx5Mx555BF07doVkyZNgsFgwPz581FSUoIlS5bg1ltvRVxcXEB9bl9yKd6TCoVCBMi7du3C3XffLfSYeROezWbDf//7X4wePRojRozAe++9hzNnzgCoK4koLy9Hr169wBjDiRMn3ALaadOmYc+ePSgoKLho/8mLL74InU6Hhx9+GGfPngUA9O/f36PlOwXIhCdI3YLwG1FRUZgxY4b4t8vlQnp6OlJSUrBjxw5RI+dyuRAXF4eamho3VYtdu3bB6XRi2LBhAIB169bhT3/6Ez744APExMTA5XLBZrOhR48e0Gg0mDp1KsLDw7F27Vo4nU4UFhZi3LhxIhsRSLJyTWXXrl14//330bt3b7fv/+Uvf8GqVauwePFiYT07ZcoUN+vZcePGITU1Fdu2bRPWsxqN5pKsi1YoFEhPT8d9992HOXPmoKysDLm5uViyZAnmz5+PrKwsTJw4ETk5OQCAb775RiiwZGdnQ6/Xo3v37h4fwoGMUqlEQkICEhISkJ2djaqqKhgMBpw4cQJvvfUWdu7ciQkTJiAnJwdHjx7FsmXLsGrVKjDGMHHiRLz//vsYMWJEwKlo+JNL9Z7cuXMn3n77baxYsQJOpxMjR47E3LlzRV1vQUEBnnnmGezduxcTJ06EUqnEBx98gJUrV2LVqlUYPHgwBgwYgEmTJqF79+5o3749jhw5gmuvvRYvvfQSrr32WsTFxWHx4sWYN28egDqzFO5EyedwxhiSk5Px9ttv44svvsC2bdvwpz/9yc+jQwQdfinyIIjf8VSfWFZWxt5++21WVFQkvjdr1iw2dOhQUX/83XffsSuuuILdcsstjDHG1q1bx9q1a8e+/fZbt/c9efIkU6lUbNeuXYwxxrZt28YsFgt799132fDhw9kXX3zB8vLyvPoZvU11dTXr3LkzW79+Pbv66qvZn//8Z8YYYxUVFUyj0bDFixeLYw8fPswAsO3btzPGGFu9ejVTKpVuY/3ee++xmJgYqtmTUVFRwZ5//nnWtWtXplQqGQCWnp7O7rnnHpafn+/z+mJffW3ZsoWNHz+excTEMABMq9WyoUOHsi+++ILq5+vhUr0nc3NzWWRkJBs4cCDbtm0bq62tveCYM2fOsLfffpuVl5eL73311VdMoVCwQ4cOMcYYKy4uZmvWrGFr1qxhn332GVuwYAFr27Yte/PNNxljjM2dO5dlZGSw0aNHs7Zt27Knn366wfNyOp1UC080C9pfIPyKp6xtfHw8HnjgATe3p7/97W+ora3FwIEDcccdd+Dmm29Gu3bt8OSTTwIAvv32W3Tq1Ek4SrHft9tyc3ORkpKCjh07AqiTNVIoFNi2bRsOHTqElStX4uabb0Z8fDzefffdBiXB+Gvnz5/H4cOHW2cAWoH7778f48aNc7OYBYLTejYQ2bFjB+bOnYvevXtj/vz56Nu3LxYtWoT//e9/uPbaa/H1119j6NChwu0vWLbFG0Lqejd69GgcPHgQd955J7755hssWLAAWq0Wt912G4YMGYIXX3wRBQUF/j7lgOJSuyf53NixY0dceeWVGD58OIYMGeJxR6Vt27a45557YLPZ8Mwzz6Bjx464//77AQCLFy8GUKfFP3r0aIwePRo333wzbrvtNsTHx6O6uhoA8I9//APPPvsssrOz8fHHH+Of//xng+cXrDuEhP+hcgsiIGEyyZ3s7Gxs374dX3zxBX7++We8/vrruOGGG0Q98rZt2zBhwgTh6sd/9uuvv8aYMWMQHx8v3vPAgQPYv38/+vXrh8cffxzdu3fHyy+/jLfeegvTp09HYmJivedTXl6Oe+65B1FRUZg/f369LoK+4ssvv8SePXuwa9euC14LRuvZQGT16tUwmUx47733MGLECDft4ltvvRVWqxUbN24Ubn+MMYwbNy6o3P5YE13vHnroIZSWlmLFihVYunQp+vXrh4yMDD9+gsDhUrwn+XzbsWNH9OzZ083db/Hixfj444+h0WiwcOFCpKWlweVy4cknn8TRo0fxj3/8A+PGjcMzzzyDJUuW4G9/+xuAuvsuPT0dx48fx+effw69Xo85c+YAAGJiYnDHHXf4/oMSlxwUJBMBiXzVzxiDTqfD7bffjttvv93ttZ07d+Lo0aPo0aOHyFzwgHb37t34xz/+4Xb81q1bodPp8OijjwonwK5du4Ixhv3792P48OEez4cxhkceeQR2ux3vvfceYmNjAfivK/rMmTP485//jPXr11MtqBeRXz9ydDpdULr9sd9d71auXInc3Fzhejd58uRGud4lJiZ6vB8vZYL5nmSMuTnUNYewsDD069cPS5cuRe/evXH27FkkJyfj+uuvx8yZM4WK0JYtW/Df//4XGzZswJVXXgm73Y6KigqcOHECR48eRe/evbFjxw589913qKmpwYQJE/Dggw9ekMBgjVDLIIiWQEEyERTwSVA+KTLGMGjQIGzbtk0oXzidTqhUKvz2229wuVxCMo47L+3duxd6vR6DBw8W73/+/HnEx8cLmSF5JhsA3nvvPWzcuBHLli1DbGzsBVaoUgtVX7B7926UlJSgf//+4ntOpxObN2/GO++8g++++y4orGdDCe72N3z4cLz11lvYsWMHvv32WzzzzDOYPXs2rrvuOkycOBFjxozxixwcYwwFBQXIzc3FihUrsHPnTgwaNAiTJk3Chx9+iKysLAo4WkAw35NS5QmtVtvkn+fzYe/evZGRkYHKykrs3r0baWlpFywY4uPjYbfbRSP2L7/8gpqaGphMJnz77bfo3bs3HnroIfzlL39p8DPTtUp4G6pJJoIKeRDK/79///4iSOYTb9u2bXH55Zfjz3/+s7C65rJvvXv3FgGx2WzG/v37ERUVhX79+rm9Lw/K9+/fj//7v//D7Nmz0bdvXzgcDigUCvz666/CttXXdW8jRozA/v37sW/fPvE1cOBA3HLLLeL/A9V69lJAqVRiyJAhePXVV3H06FH89NNP6NWrF15//XVkZmZi6tSp+OSTT2A0Gr1qj81+d71bsGABrrrqKvTu3Rvr1q3D9OnTkZ+fj59++gmPPvooOnToQEFHCwmWe5Jfb/Lrbtq0aXjssccarKt3Op3C5lkKv3Y6dOiA3r17Izw8HFlZWQgLC4PL5XL7XQMGDMA111yDGTNmIDs7GxMmTMCtt96Kbdu24YEHHgAAtGnTBqmpqUJ3mSD8gk/aAwnCTxw4cIDNnDmT9ejRg507d469++67rGfPnmzt2rXimN27d7NrrrmGzZs3jzHGPDpEvfHGGywjI4OVlpYyxhiz2WyMMca6du3Kxo0bxz788EP2/PPPC6UMaSe13W6/oLPabDa37gf9HWknPWOM3XvvvSwjI4Nt3LiR/fLLL2zIkCFsyJAh4nWHw8F69uzJrr/+erZv3z62du1alpyczB5//HGvnB9Rv9vf66+/3mpuf+R6FzgE6j3J5zLG6uY8g8HA0tLS2NKlS8X3GsJkMtWrtvHxxx+z7OxstnXrVrfvHz16lG3YsIExxlhhYSH7/PPP2bvvvsuKi4tb8EkIwntQkExcUixfvpzNmjXLTX7oww8/ZJdddpmYvOUPh/Pnz7Np06axKVOmMMb+sLM2m81Mq9UyvV7PnnrqKTZ27FgWHR0t3qe+ib+yspLde++97N///ndrf7wLHshkjR3YuFwudvLkSfbqq6+yoUOHMpVKxS6//HL24osvsgMHDjQpYK6urmabNm1ic+fOZR06dBB/7//973+svLycAmM/EYj35AsvvMDatm3LFixYIBb8//nPf1hWVharqqqqN0A2m83s3XffZZdffjlTKBRsy5Ytbq/za4wnHp599llWUlLCHn/8cZadnc0UCgWbPHmyx/e+WFBOEP6AgmQipHG5XCKo9YTdbmd33XUX69GjR73Z3VOnTrEePXqwd999lzH2RxZ40aJFLCIiQmieWiwWNn78eDZy5Ei2YMECdu2117L09HT26quvinPg/502bRp74oknGGP0cCDqcLlcrLCwkL3zzjtsxIgRTKPRsL59+7JnnnmG7d6922PAXFlZydasWcPuvfde1rZtWxYbG8tuuukmtnjxYlZdXe3vj0QEKFVVVeyjjz5i7dq1YzfddBNzOBxs7ty5bPTo0Q3+3Nq1a1lOTg577rnn2K+//lrvcZWVley2225jCoWCqVQqdsUVV7APP/zQo24yLd6IQIaCZOKSwlNAajQa2Y8//tjg62q1mh08eJAxxsQW4/Dhw9nUqVOFwQljjN1zzz0sPj6evfjii+zcuXPstddeY126dGGHDx92e8958+axhx56KODNAZrC2bNn2S233MISEhJYWFgY69mzpzBxYazuYfj000+z1NRUFhYWxkaMGMGOHj3q9h6lpaXs5ptvZtHR0Sw2NpbNmjXrkgz2XC4XMxgM7KOPPmLjxo1jOp2Ode3alf3tb39jmzdvZkuXLmW33347S05OZklJSWzWrFlsxYoVXivjCQbo+ms6O3fuZO3atWPjxo1j4eHh7KuvvmKM1b9wbyjhIGfjxo1s3bp1F7wXJQWIYIKCZIKoB57h2LNnD2vXrh07ffq0+J7T6WRqtZp9/PHHbt/Lyspi8+bNEw+Tw4cPs6ysLPbWW2+JYxhj7Pnnn3erQwx2ysrKWPv27dntt9/OduzYwU6ePMm+++47dvz4cXHMyy+/zGJjY9myZcvYr7/+yiZOnMiysrLcArvRo0ezPn36sJ9//plt2bKFderUid10003++EgBRUVFBfvss8/Y1KlTmUqlYrGxsWzOnDns+++/F9vllzJ0/TUdPhedOHGC3XrrrUyhULA33njjgtdb63dRxpgIRihIJoiLcPjwYTZ27FiRbWaMsa+//polJiaK7DJjdcG0Uqlke/fuFd/Ly8tjERERbPPmzYyxupIMxhi78cYb2Y033sgYC43MymOPPcauvPLKel93uVwsNTWVLViwQHyvoqKC6XQ69sUXXzDGGDt06BAD4Jb9W7NmDVMoFKywsNB7Jx9knD592m33gqDrryW4XC72wAMPsISEBJaenk5NuwQhgSTgCOIidO3aFQcOHHCTIXr11VfRvXt3tGnTRnzv22+/RXZ2NrKzs8X3tm7dCgBC3om7r/3yyy/o06eP34xIWpvly5dj4MCBuPHGG6HX69GvXz/8+9//Fq/n5+ejqKjIzY43NjYWgwcPdrPjjYuLw8CBA8UxI0eOhFKpxI4dO3z3YQKcjIwMYWRD1EHXX/Ox2Wz4/PPPsXjxYsyfPx/vv/8+Zs2ahfz8fH+fGkH4neB/OhOEl7Hb7XjmmWfcxP+fffZZPPvss4iOjhbf++KLLzBlyhTh+mexWLBs2TJce+21UKvVsNvtAOq0ms1mM7p16xYSATIAnDx5Eu+99x46d+6M7777DnPmzMFDDz2ETz75BMAfdrqe7HaldrzckYujVquRkJAQsHa8RGBA11/z+fHHHxEfH4/ExETceuut+Prrr3Hy5EmMGzcOX331FQCQTjFxyUKOewRxETQaDWbNmgWr1Sq+N2bMGLdjzp07h8rKSowePdrte9u2bcO//vUvAH+I7X/44Ydo27atsMQOBVwuFwYOHIgXX3wRANCvXz8cOHAACxcuxMyZM/18dkSoQ9df02G/O+Rt3boVCQkJYmdrxIgR6NOnD5566ilUVVUBQMgs5gmiqdCVTxCNQKFQuFmrMplTVXp6OoxGI6644grxvR9//BGlpaUYO3YsgLqs1NmzZ/Hxxx9j9uzZ6NKli29O3gekpaVd4AbWrVs3FBQUAPjDTpfb63LkdrxSlzEAcDgcKCsrI4tsokHo+ms6CoUCZrMZ33zzDaZNmwagLhhmjCEpKQkLFy7E7Nmz/XyWBOFfKEgmiGYgt+/l25HSjMvw4cOxcOFCREZGAgAMBgNeffVVZGVl4e677w4pC+ChQ4ciLy/P7XtHjx5F+/btAQBZWVlITU11s+OtqqrCjh073Ox4KyoqsHv3bnHMxo0b4XK5MHjwYB98CiJYoeuveVRUVKBdu3YYN26c+J50XqIyC+KSx8+NgwRxyXDvvfey8ePHs++//54xFhqqFpydO3cytVrNXnjhBXbs2DH22WefsYiICPbpp5+KY15++WUWFxfHcnNz2W+//cZycnI8SnD169eP7dixg/3000+sc+fOISvBRbQedP0RBOENKEgmCC8h1QXdvHkzmzJlips8XKixYsUK1rNnT2F88cEHH7i9zs0cUlJSmE6nYyNGjGB5eXlux5SWlrKbbrqJRUVFsZiYGHbHHXeEtJkD0XrQ9dd8QmnBThCtiYIxWXElQRCtjt1uh9VqRVRUlL9PhSAIgiCIRkBBMkEQBEEQBEHIoMY9giBCCqfTiaeffhpZWVkIDw9Hx44d8dxzz7kpkjDG8MwzzyAtLQ3h4eEYOXIkjh075vY+ZWVluOWWWxATE4O4uDjceeedqKmp8fXHCVhonAmCCHUoSCYIIqSYP38+3nvvPbzzzjs4fPgw5s+fj1deeQVvv/22OOaVV17BW2+9hYULF2LHjh2IjIzEqFGjYLFYxDG33HILDh48iPXr12PlypXYvHkz7r77bn98pICExpkgiFCHyi0Igggpxo8fj5SUFHz00Ufie1OnTkV4eDg+/fRTMMaQnp6ORx55BH/9618BAJWVlUhJScGiRYswffp0HD58GN27d8euXbuETfHatWsxduxYnD17Funp6X75bIEEjTNBEKEOZZIJgggprrjiCmzYsAFHjx4FAPz666/46aefhEtifn4+ioqKMHLkSPEzsbGxGDx4MLZv3w4A2L59O+Li4kTgBgAjR46EUqnEjh07fPhpAhcaZ4IgQh2ypSYIIqSYN28eqqqq0LVrV6hUKjidTrzwwgu45ZZbAABFRUUAgJSUFLefS0lJEa8VFRVBr9e7va5Wq5GQkCCOudShcSYIItShIJkgiJDi66+/xmeffYbPP/8cPXr0wL59+zB37lykp6dj5syZ/j69kIHGmSCIUIeCZIIgQopHH30U8+bNw/Tp0wEAvXr1wunTp/HSSy9h5syZSE1NBQAUFxcjLS1N/FxxcTH69u0LAEhNTUVJSYnb+zocDpSVlYmfv9ShcSYIItShmmSCIEKK2tpaKJXuU5tKpYLL5QIAZGVlITU1FRs2bBCvV1VVYceOHRgyZAgAYMiQIaioqMDu3bvFMRs3boTL5cLgwYN98CkCHxpngiBCHcokEwQRUkyYMAEvvPACMjIy0KNHD+zduxevv/46Zs2aBQBQKBSYO3cunn/+eXTu3BlZWVl4+umnkZ6ejkmTJgEAunXrhtGjR2P27NlYuHAh7HY7HnjgAUyfPp0UF36HxpkgiJDHP27YBEEQ3qGqqor9+c9/ZhkZGSwsLIx16NCBPfnkk8xqtYpjXC4Xe/rpp1lKSgrT6XRsxIgRLC8vz+19SktL2U033cSioqJYTEwMu+OOO1h1dbWvP07AQuNMEESoQzrJBEEQBEEQBCGDapIJgiAIgiAIQgYFyQRBEARBEAQhg4JkgiAIgiAIgpBBQTJBEARBEARByKAgmSAIgiAIgiBkUJBMEARBEARBEDIoSCYIgiAIgiAIGRQkEwRBEARBEIQMCpIJgiAIgiAIQgYFyQRBEARBEAQhg4JkgiAIgiAIgpBBQTJBEARBEARByKAgmSAIgiAIgiBkUJBMEARBEARBEDIoSCYIgiAIgiAIGRQkEwRBEARBEIQMCpIJgiAIgiAIQgYFyQRBEARBEAQhg4JkgiAIgiAIgpBBQTJBEARBEARByKAgmSAIgiAIgiBkUJBMEARBEARBEDIoSCYIgiAIgiAIGRQkEwRBEARBEIQMCpIJgiAIgiAIQgYFyQRBEARBEAQhg4JkgiAIgiAIgpBBQTJBEARBEARByKAgmSAIgiAIgiBkUJBMEARBEARBEDIoSCYIgiAIgiAIGRQkEwRBEARBEIQMCpIJgiAIgiAIQgYFyQRBEARBEAQhg4JkgiAIgiAIgpBBQTJBEARBEARByKAgmSAIgiAIgiBkUJBMEARBEARBEDIoSCYIgiAIgiAIGRQkEwRBEARBEIQMCpIJgiAIgiAIQgYFyQRBEARBEAQhg4JkgiAIgiAIgpBBQTJBEARBEARByKAgmSAIgiAIgiBkUJBMEARBEARBEDIoSCYIgiAIgiAIGRQkEwRBEARBEIQMCpIJgiAIgiAIQgYFyQRBEARBEAQhg4JkgiAIgiAIgpBBQTJBEARBEARByKAgmSAIgiAIgiBkUJBMEARBEARBEDIoSCYIgiAIgiAIGRQkEwRBEARBEIQMCpIJgiAIgiAIQgYFyQRBEARBEAQhg4JkgiAIgiAIgpBBQTJBEARBEARByKAgmSAIgiAIgiBkUJBMEARBEARBEDIoSCYIgiAIgiAIGRQkEwRBEARBEIQMCpIJgiAIgiAIQgYFyQRBEARBEAQhg4JkgiAIgiAIgpBBQTJBEARBEARByKAgmSAIgiAIgiBkUJBMEARBEARBEDIoSCYIgiAIgiAIGRQkEwRBEARBEIQMCpIJgiAIgiAIQgYFyQRBEARBEAQhg4JkgiAIgiAIgpBBQTJBEARBEARByKAgmSAIgiAIgiBkUJBMEARBEARBEDIoSCYIgiAIgiAIGRQkEwRBEARBEIQMCpIJgiAIgiAIQgYFyQRBEARBEAQhg4JkgiAIgiAIgpBBQTJBEARBEARByKAgmSAIgiAIgiBkUJBMEARBEARBEDIoSCYIgiAIgiAIGRQkEwRBEARBEIQMCpIJgiAIgiAIQgYFyQRBEARBEAQhg4JkgiAIgiAIgpBBQTJBEARBEARByKAgmSAIgiAIgiBkUJBMEARBEARBEDIoSCYIgiAIgiAIGRQkEwRBEARBEIQMCpIJgiAIgiAIQsb/A20AIxwZIEkgAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 900x900 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "test_flight.prints.apogee_conditions()\n",
    "test_flight.plots.trajectory_3d()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data analysis"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The following attributes were create and are now available to be used:  ['time', 'altitude', 'vz']\n"
     ]
    }
   ],
   "source": [
    "from rocketpy.simulation.flight_data_importer import FlightDataImporter\n",
    "\n",
    "columns_map = {\n",
    "    \"ts\": \"time\",\n",
    "    \"altitude[m]\": \"altitude\",\n",
    "    \"velocity[m/s]\": \"vz\",\n",
    "}\n",
    "\n",
    "cots_altimeter_flight = FlightDataImporter(\n",
    "    name=\"COTS Altimeter Flight\",\n",
    "    paths=\"../../data/rockets/polito/altimeter_cavour.csv\",\n",
    "    columns_map=columns_map,\n",
    "    units=None,\n",
    "    interpolation=\"linear\",\n",
    "    extrapolation=\"zero\",\n",
    "    delimiter=\",\",\n",
    "    encoding=\"utf-8\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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gdii4ublx8eJFtcMoUcpSnWi1WmrVqoW5uflj3UcSIiGEEIVKURTCw8MxMTHB19e3UP56F+JeDAYDYWFhhIeHU7169cdaPFkSIiGEEIVKr9eTlJSEr68vNjY2aocjyriKFSsSFhbGtm3bqFevHs7Ozo90H0nbhRBCFKrMzEyAx+7CECI/cj5nx48fZ+3atdy+ffuR7iMJkRBCiCIhez+K4pDzOfP09OTatWvs27fvke4jCZEQQgghSj2tVou1tTWxsbGPdn0hxyOEEEKI+xg5ciQ9e/ZUO4wyS6PRkJWV9UjXSkIkhBBC3DVy5Eg0Gg0ajQZTU1N8fX15/fXXVV9PKcfkyZMJCAjIc9zHx8cYt7W1NQ0bNuS3334r/gBLMUmIhCjjFEUhKT2TyIQ0rselEpOYTlyqniyDonZoQpRIXbp0ITIyksuXLzNz5kx++OEHPvjgA7XDeqgPP/yQyMhIjhw5QuPGjRkwYAB79uxRO6xSQ6bdC1EGKIpCWGwKoeF3OB6ZwOXbKVyOTSHsdgpxaXqUe+Q+Wg1UsDHH3dac6hWsqe1mSy13WwI87ajqYi0DYkW5ZW5ujru7OwBeXl507NiRkJAQPvvsM9LT05k0aRJLly4lISGBRo0aMXPmTBo3bmy8/tSpU7zxxhvs2LEDRVEICAhg/vz5+Pn55XnWgQMH6NatG6+99hpvvPEGcXFxvPbaa/z555+kp6cb71+/fn3mz5/PlClTgH8GEs+bN4+RI0cCYGtri7u7O+7u7syePZtFixbx119/kZmZSYcOHbh27ZrxfQFMmDCBQ4cOsXPnzqKqylJFEiIhSqlrd1L563Q0G8/FEHrlDjFJGQ8sr9GATqMh827LkEGB6MR0ohPTORaRwG9EGst62JnTuoozHau58GRtd1xtZfq0eHSKopCS8WjjOh6XlZnusZL7kydPsmfPHry9vQF4/fXX+f3331mwYAHe3t5Mnz6dzp07c/HiRZycnLhx4watW7embdu2bNmyBTs7O3bv3m1ciuDftmzZQu/evZk+fTpjx44FoF+/flhaWvL3339jb2/PDz/8QIcOHTh//jwDBgzg5MmTrF+/nk2bNgFgb29/z7hNTEwwNTUlIyOD1q1bU6VKFX755RcmTZoEZK8VtXjxYqZPn/7IdVPWSEIkRCkSlZjOsmNXWXz4OkcjEnKdM9VpaFjRnsZeDlR1saaKsxW+TlY4W5thZ25i/MWgKAoZWQZiU/REJ6ZzIz6NszFJnIpK5FR0IkdvJBCZkM6yoxEsOxrBsyuO09LXib71PBkSWBEnKzOV3r0orVIysrB5+29Vnp30SVeszQv2q27NmjXY2NiQmZlJeno6Wq2Wb775huTkZL777jvmz59P165dAfjpp58ICQlhzpw5TJo0idmzZ2Nvb8/SpUuN+4RVr149zzP++OMPhg8fzs8//8yAAQMA2LVrF/v37ycmJsa4ts7//vc/Vq1axYoVKxg7diw2NjaYmJjkaun5r4yMDGbMmEF8fDzt27cHYPTo0cybN8+YEP3111+kpaXRv3//AtVNWSYJkRAlnKIohJy/xdSTGo7s2mYc+6PVQHMfJ56o5UbrKk40qGiPhakuX/dMzcrgjiGeOG0SDs46elay5xmLinx+chuV427jZ14JElwIORvH4evx7Lgcy47LsUxac5p+9T0Y28yblr5O0q0myqR27drx3XffkZyczMyZMzExMaFPnz4cP34cvV5PixYtjGVNTU1p0qQJZ86cAeDo0aO0atXqgZum7tu3jzVr1rBixYpcM86OHTtGUlJSnpWWU1NTuXTp0kPjfuONN3j33XdJS0vDxsaGTz/9lO7duwPZg8Xfffdd9u7dS7NmzZg/fz79+/fH2tq6IFVTpklCJEQJpc8ysPjQDWZsv8TJqERAAygEeTsyonEletf1oILN/buyFEXhfMJNdkRd5sCta5y8E8WV5DvEZaSSkql/yNOPY6bV0a1eTbq3rMTlGD17LiURFpPBomNpLDp0nSaVHXmrfVWerO2OViuJkbg/KzMdSZ90Ve3ZBWVtbU3VqlUBmDt3LvXr12fOnDm5xgndj6Wl5UPL+Pn54ezszNy5c+nevbsxeUpKSsLDw4Nt27blucbBweGh9500aRIjR47ExsYGNze3XH+wuLq60qNHD+bNm4evry9///33PZ9TnklCJEQJk2VQWHrkBpM3nufirWQAbMx0tK2QybSBrajj6Xjfa8MSb/Pn1VPsiLrM7phwYtKS7lvW0cwSV0sb9AYDN1LiSc/KxN7MgmF+gWyNvMipuGhWXT3JKk5mX2B79wWQacb+uAr0+vU6tRzcmdK5Bn3qeUiLkbgnjUZT4G6rkkKr1fL2228zceJELl68iJmZGbt37zaOKdLr9Rw4cIAJEyYAUK9ePRYsWIBer79vK5GLiwsrV66kbdu29O/fn+XLl2NqakrDhg2JiorCxMQEHx+fe15rZmZ233V2XFxcjIncvYwZM4ZBgwZRqVIl/Pz8crV0CUmIhChRtl68xcurTnIiMhGACjZmvNbGj1GNPNmzNYQaFfJulBmeGMu8iwdYFnaUc/E3c50z15nQ1KUyLdx8qO/oiZ+dMw5mlnha2WFl8s9YoIysTA7fvkFFK3u8bBwAOBEbycorJzgZF0Vsegp30lO5nZ7M9ZR4DCYZ4HIDXG5wOtWGfmvO0mSHP7OeDKCZ9/0TNiFKo379+jFp0iS+++47nn/+eSZNmoSTkxOVK1dm+vTppKSkMHr0aADGjx/P119/zcCBA3nrrbewt7dn7969NGnShBo1ahjv6erqypYtW2jXrh2DBg1i6dKldOzYkaCgIHr27Mn06dOpXr06ERERrF27ll69etGoUSN8fHwICwvj6NGjVKpUCVtb23zvGde5c2fs7OyYOnUqH374YZHUVWkmCZEQJcC1O6m8+tcpfjuWPdPLwdKUSW39eKmVLzbmJuj1ubu4FEVhc+QFPj+xjZCICyhkjyvSabS0dPOhe6WaNK1QmSYulbEwuf9YhhxmOhOauXrnOlbXyYO6Th55yqZm6tkceYH5Fw6w+tpp9JZJYJnE/qxwgpYd50n3QL59KpCK9g/vOhCiNDAxMWH8+PFMnz6dsLAwDAYDw4YNIzExkUaNGrFhwwYcHbP/EHB2dmbLli1MmjSJNm3aoNPpCAgIuGdrjLu7O1u2bKFt27YMGTKEJUuWsG7dOt555x1GjRrFzZs3cXd3p3Xr1ri5uQHQp08fVq5cSbt27YiLi8s17f5htFotI0eO5JNPPmH48OGFVj9lhUZR7rVCifi3hIQE7O3tiY+Px87OrlDvrdfrWbduHd26dXvgILzypDzViaIozN1/jVf+PEVieiZaDTzf3IcPu9TINZvr33Wy69YV3j+ygV3RYcbzHT2rMapqY7p71cTerPgSkdtpySwNO8qsU7u4kHi3dcqgwTTRg/catOedVvWLbHxRefqc5FdJqZOUlBTOnDlDzZo1sbKyUi0Okdfo0aO5efMmq1evVjuUQpPzeQsPD+f69es4ODgwYsQIoGC/v6WFSAiVXI9L5ZnfjrH+bHYiEeTtyHd961Lf897ripzUx/HFxh/ZEZOdCJnrTBhbvRmv1G6Fr63zPa8pas4W1oyr2YLn/YNYc+0M7x0M4Xj8dfT2Ebx/aRFfnd/KD22707ta3mnHQojiEx8fz4kTJ1iyZEmZSoYKkyREQqhg6ZEbPLfiOPFpmZibaPm4qz8TWldBd4/WlJ1Rl3n/8Hq2JV6GRDDT6nimelPeqteBitb3Tp6Km1aj5cnKtenhVYvtUZcZt2Mtp1OucsvkBn12/Uj9o77Mb9+TAOeKaocqRLn01FNPsX//fp577jk6deqkdjglkiREQhSj9MwsXvnzFN/tuQJAk8oOLBgYgL+bbZ6ye6LD+eDoBjZFXADABA2jqzfhnfqdjAOfSxqNRkNbDz9ODXiJ9eFhjNq0mijtNY4lhdFg9Ux6Va7HtEZdqGHvqnaoQpQrMsX+4SQhEqKYhMem0G/hQQ5eiwfgnY7VmBxcHRNd7j2Wb6cl88r+1fxy6RAAJhotI/0a0eSmwsgmPUvNeJkuPr7cePolXg85xBdnNqPY3+SPq8f58+oJRlZrzP8aP4GjuYwvEUKUDJIQCVEMdly6Ta/5B4hN0eNkZcqiwQ3oWtMtT7lll4/y4r4/uJmWjFajYVTVxrxbvyMVLWxZt26dCpE/Hq1Ww/86N6J/TT96L93GDfOzGOxuM/fCfjbeOMeCVgNp71lN7TCFEEISIiGK2oID13jmt2PosxQaednz+4hGVHbM3TKSkJHGuL0rWXTpMAB1HNyZ07I/TSpUBsgz7b60aVLZkVMvPsGwJRX569J5qHSO68TTYcMPvFq7DR8HdsVcJz+OhBDq0T68iBDiUSiKwrt/n2Xk0qPosxT61vNg+wvN8yRDB25epeHqmSy6dBidRsv7AZ049OQEYzJUVthbmrJqVGPebdEILgZCbPYaRzNObafJX7M4eSdS5QiFEOWZ/EkmRBHIMig8t+I4P++7CsDbHaryURf/XGvyKIrCN2d2M3H/ajIVA5WtHVjSZggt3HzVCrvIabUaPurqT0BFO0b8akZyohM6rwscvxNJo79m8WlgN16q1RKtRv5WE0IUL0mIhChkGZkGhi45zG/HItFq4Ie+9RjTLPcq0HpDFi/vW8V3Z0MB6OtTjx+b9y03g4z71POkipM13X7eR9Q5Oyx8LpJmeZNX9q9m7fUzzG85sMQsKSCEKB/kzzAhClFKRiZPzt3Pb8ciMdVpWDYsME8yFJeeSveQOXx3NhQNGj5v9ATL2w4rN8lQjgaV7Al9qSU1nBxJu1QTy5v+mGtN2BRxgbqr/seK8GNqhyhEqabRaFi1atUDy4wcOZKePXsWSzwlnSREQhSSNH0WT809wIZzN7Ey07FmdBP61vfMVeZy4m2ar/2akIjzWJmYsrL9CF6r27bc7hLv42TF7hdb0tzHidRoN7SXAqlu486djFT6bf2FMbuWk5ZZugeUi9IlKiqKF198kSpVqmBubo6Xlxc9evRg8+bNucrt2bOHbt264ejoiIWFBXXr1uWLL74w7kQ/f/58NBrNA1/h4eGkpKTw1ltv4efnh4WFBRUqVKBNmzb8+eefD401NTUVJycnXFxcSE9Pf2DZ8PBwNBoNR48ezXV81qxZzJ8/v0B19Cjatm3LhAkTivw5j0MSIiEKQXpmFr3nH2TThVtYm+nYOLYZwTVyLz64KzqMJn/N4kx8DBWt7NnVbTw9veuoFHHJ4WxtRsizzehU3YXUZAuuHKzBoEpBaDUa5lzYT5u/v+VGcrzaYYpyIDw8nMDAQLZs2cLnn3/OiRMnWL9+Pe3atWPcuHHGcn/88Qdt2rShUqVKbN26lbNnz/Lyyy8zdepUBg4ciKIoDBgwgMjISOMrKCiIZ555JtcxLy8vnnvuOVauXMnXX3/N2bNnWb9+PX379uX27dsPjff333+ndu3a+Pv7P7Ql6H7s7e1xcHB4pGvVkJGRUWT3loRIiMeUkWmg/8JD/H02BktTLevGNKWFr1OuMosvHabD+u+5nZ5CI5dK7O/xEg1kGwsjKzMTVj/dhO41XUnPhN9DLJhcoy+OZpbsv3WNJmtmcSJWZqGJovXCCy+g0WjYv38/ffr0oXr16tSuXZuJEyeyd+9eAJKTk3nmmWd48skn+fHHHwkICMDHx4cxY8awYMECVqxYwfLly7G0tMTd3d34MjMzw8rKKtcxnU7H6tWrefvtt+nWrRs+Pj4EBgby4osv8vTTTz803jlz5jB06FCGDh3KnDlzHljW1zd7skaDBg2yV5Rv2xbI22XWtm1bXnzxRSZMmICjoyNubm789NNPJCcnM2rUKGxtbalatSp///13rvufPHmSrl27YmNjg5ubG8OGDePWrVvGZ2zfvp1Zs2blah172HU58YwfP54JEybg4uJC586dH1ovj0oSIiEeQ2aWgSGLD7P6VDTmJlpWP92E1n65N1pdcOEAw3b8SoYhiz7eddne9QU8rWTA8H9ZmOpYObIxveq6k5Fl4KM/bvJ5raHUcnAjIiWBVn/PZmfUZbXDFI9AURSS9emqvBRFyVeMsbGxrF+/nnHjxmFtbZ3nfE4rysaNG7l9+zavvfZanjI9evSgevXq/Prrr/muG3d3d9atW0diYmK+rwG4dOkSoaGh9O/fn/79+7Nz506uXLly3/L79+8HYNOmTURGRrJy5cr7ll2wYAEuLi7s37+fF198keeff55+/frRvHlzDh8+THBwMMOGDSMlJQWAuLg42rdvT4MGDTh48CDr168nOjqa/v37A9ndcv9tIfPy8nrodf+Ox8zMjN27d/P9998XqJ4KQmaZCfGIFEXhpVUnWXE8EjOdlj9GNqJj9Qq5yiy8eJBRu5ajoPCCf3O+btZTppQ/gJmJlmXDAhm6+AjLj0UwfulFlo0cyGeX/2RPTDjBG39kaZuhPCVdjaVKSmYGNoveUeXZSUM/xtrU/KHlLl68iKIo+Pv7P7Dc+fPnAahZs+Y9z/v7+xvL5MePP/7IkCFDcHZ2pn79+rRs2ZK+ffvSokWLB143d+5cunbtiqOjIwCdO3dm3rx5TJ48+Z7lK1TI/tnk7OyMu7v7A+9dv3593n33XQDeeustPv30U1xcXHjmmWcAeP/99/nuu+84fvw4zZo145tvvqFBgwZ88sknueLz8vLi/PnzVK9ePVcLWY78XAdQrVo1pk+f/sCYC4P8ZBbiEX265SLf7bmCRgOLh+TdimPRpUOM3LkMBYXn/YP4plkvSYbywVSnZdGQBvSo5UZapoHBC0/wcc3+POFVk7SsTHpvXcDP5/epHaYoY/LbkvSo5e+ndevWXL58mc2bN9O3b19OnTpFq1at+Oijj+57TVZWFgsWLGDo0KHGY0OHDmX+/PkYDIbHjqlevXrGr3U6Hc7OztStW9d4zM0t+2ddTEwMAMeOHWPr1q3Y2NgYXzmJ5aVLl+77nPxeFxgY+NjvKT+khUiIR/DLwWu8ve4sAF8+VTvPbLLFlw4zYudSFBSerdGMb5r1KrczyR6FqU7L8uGBPDFnP5sv3KLX3MOEPNsbV4sQ5l7YzzO7fyMiKZ56hfRLSRQtKxMzkoZ+rNqz86NatWpoNBrOnj37wHI5rRZnzpyhefPmec6fOXOGWrVqFShGU1NTWrVqRatWrXjjjTeYOnUqH374IW+88QZmZnnj37BhAzdu3GDAgAG5jmdlZbF582Y6depUoOffK55/02g0uY7l/CzLSb6SkpLo0aMHn332WZ57eXh43Pc5+b3uXl2YRUESIiEKKOTcTZ5elr1Gzmtt/XipVZVc51dfPcWInUsxKApjqzfj26De0jL0CCxMdfw5qjGdf9zL7vA7dP95P6EvdsfN0oZpx7fwwbGNdDP3oKvy+H8Ri6Kl0Wjy1W2lJicnJzp37szs2bN56aWX8vwSjouLw8HBgeDgYJycnJgxY0aehGj16tVcuHDhga07+VGrVi0yMzNJS0u7Z0I0Z84cBg4cyDvv5O6G/Pjjj5kzZ849E6Kc++QsC1CYGjZsyO+//46Pjw8mJvdOK8zMzPI8Oz/XFSf5KS1EAZyLSaLfwoNkGhQGBnjyWffc4wh2Rl1mwLZfyFIMjKjaiO+aSzL0OKzNTVg7pin1Pe2IScqg28/7eNW/I182eQqAdemRDN21lPSsTJUjFWXB7NmzycrKokmTJvz+++9cuHCBM2fO8NVXXxEUFARkt1b88MMP/Pnnn4wdO5bjx48THh7OnDlzGDlyJH379s0zKPhB2rZtyw8//MChQ4cIDw9n3bp1vP3227Rr1w47O7s85W/evMlff/3FiBEjqFOnTq7X8OHDWbVqFbGxsXmuc3V1xdLS0jhwOT6+8JayGDduHLGxsQwaNIgDBw5w6dIlNmzYwKhRo4xJkI+PD/v27SM8PJxbt25hMBjydV1xkp/UQuRTXKqep+buJz4tkxY+jswfFJBrb7LjsRH02DyXtKxMnvSqzc8t+kkyVAjsLU1ZN6YpXg4WnLuZzJNz9zO2enN+aTkQEzSsuHKC7iFzSNSnqR2qKOWqVKnC4cOHadeuHa+++ip16tShU6dObN68me+++85Yrm/fvmzdupWrV6/SqlUratSowcyZM3nnnXdYunRpgbrHO3fuzIIFCwgODqZmzZq8+OKLdO7cmeXLl9+z/MKFC7G2tqZDhw55znXo0AFLS0sWLVqU55yJiQlfffUVP/zwA56enjz11FP5jvFhPD092b17N1lZWQQHB1O3bl0mTJiAg4MDWm32z8DXXnsNnU5HrVq1qFChAlevXs3XdcVJoxTWyLAyLCEhAXt7e+Lj4++ZsT8OvV7PunXr6NatW55+2/KqJNZJlkHhiTn7WH/2Jl4OFhyY0Bo323+6AMISb9N87TdEpSbS0s2XjcFjsTQpvNhLYp0Ut1NRibT4ehfxaZn0ruvO4kH1+eyvJXyeep7kzAwauVRiXacxVLCwUTtU1ZSUz0lKSgpnzpyhZs2aWFmVry1pRPHL+byFh4dz/fp1HBwcGDFiBFCw39/y56sQ+fDW2jOsP3sTS1Mtq0Y1zpUMxaQmErzhJ6JSE6nr6MFfHZ4u1GRIZKvtbsuqUY0x02lZeSKKN9aeJcDUkU2dnsHF3JqDt67Tat1sWdVaCPFIJCES4iFWHo/k823ZU0DnDQigYSUH47kkfTrdN83hYuItfGwc2RD8DA7mlipFWva1rerCgkEBAHy1+wohkRDoXImd3cbhZe3AufibtFv/HREpkhQJIQpGEiIhHuDSrWRGLTsKZM8oG9Dgn+02FEVh5M6lHLx1HWdzKzYEj8XDqnC7VEVeAxtUZErnGgD8cFHDnvA7+Du4srPbC3jbOHIh4Rbt139PZEqCypEKIUoTSYiEuI80fRb9Fh4k4e4g6k+65V7B9vOT2/j9yglMtTpWd3ia6vYV7nMnUdje7ViN3nXdyFQ09F90hKt3UvC2cWJrl+eMLUXt139PdGrBtkMQQpRfqiZE06ZNo3Hjxtja2uLq6krPnj05d+5crjJt27Y1bgaX83ruuedylbl69Srdu3fHysoKV1dXJk2aRGZm7mm427Zto2HDhpibm1O1alXmz59f1G9PlHKv/HmKIzcScLE2Y+mwQEx1//xz2RxxgbcOrQPgq6ZP0dzNR6UoyyetVsOcfnXxsVaIScqg57wDpGRk4mvrzNYuz1HJyp6z8TG0X/89MZIUqUbm7IjiUFifM1UTou3btzNu3Dj27t1LSEgIer2e4OBgkpOTc5X794ZwkZGRufY0ycrKonv37mRkZLBnzx4WLFjA/Pnzef/9941lwsLC6N69O+3atePo0aNMmDCBMWPGsGHDhmJ7r6J0WXrkBt+H/rMtRyWHf8YFXU26w8BtizAoCiOrNuLZGkEqRlp+WZuZ8HZthQrWZhy5kcDTy46hKAp+di5s7fo8nlZ2nI6LpsP6H6T7rJjlLLKXnp6uciSiPMj5nP23IaSgVF0acv369bm+nz9/Pq6urhw6dIjWrVsbj/93Q7h/27hxI6dPn2bTpk24ubkREBDARx99xBtvvMHkyZMxMzPj+++/x9fXlxkzZgDZm/Lt2rWLmTNn0rlz56J7g6JUunonhedWHAfgnQ7VCK7hajyXlqmnz9YF3EpPpqFzRb4N6iNbcqjI1QKWDQ0g+KcDLDsaQTNvRya0rkJVOxe2dnmetn9/x8m4KFqum83G4Gfws3NRO+RywdTUFBsbG27cuIGZmZkqa8qI8sFgMHDt2jVSUlIeezFH9dfK/peclTOdnJxyHV+8eDGLFi3C3d2dHj168N577xnXtggNDaVu3brGzeYge6Gr559/nlOnTtGgQQNCQ0Pp2LFjrnt27tyZCRMmFO0bEqVOlkFh+K9HiU/LpJm3Ix8EV891/sV9qzh46zpO5lb83m6ETK8vAVr6OjHzqdq8+MdJJv11mqaVHQjycaK6fQV2dnuB4I0/cTnxNi3XzSa0+4v42Do9/KbisWg0Gnx8fDh16lSeYRBCFDaDwUBUVBSQ3Wt0r+1O8qPEJEQGg4EJEybQokUL6tSpYzw+ePBgvL298fT05Pjx47zxxhucO3eOlStXAhAVFZUrGYJ/duLNqaD7lUlISCA1NRVLy9zTpNPT03M19SYkZDe36/V69Hp9Ib1jjPf893+FunUyY3sY2y/dxtpMx7z+dVEMWegN2X91zLmwn5/P70ODhl9aDKCihW2xxSifk7z+XSdjm1Rkx6Vb/HY8iv4LD7H/pea4WJtR2dKerZ3G0n3LPE7GRdFj01y2d34O2xK+r9ajKkmfE61Wi7+/P3/++Se3bt3C1dUVnU5X7HFkZWVx48YNKlasqMrzS6KyVCeKopCRkYGiKKSlpZGSkkKFChUe6d9CiUmIxo0bx8mTJ9m1a1eu42PHjjV+XbduXTw8POjQoQOXLl3Cz8+vSGKZNm0aU6ZMyXN848aNRbbqakhISJHctzQr7joJS4L3jmgADSO99Zzbt42cv23PZybydkL2hq6DLSujP3qRdUcvFmt8IJ+Te8mpk942sMdSw/X4NLp9s5n36ijo7vZmTqAykzS3ORkXRdeVX/OmTU20ZbirsyR9ThRFISoqivPnz6vavRweHq7as0uqslgn7u7uxMfHs25d9qSXlJSUfF9bIhKi8ePHs2bNGnbs2EGlSpUeWLZp06YAXLx4ET8/P9zd3dm/f3+uMtHR0QDGcUfu7u7GY/8uY2dnl6d1COCtt95i4sSJxu8TEhLw8vIiODi4SLbuCAkJoVOnTuV2S4b/UqNO0vRZNPsmlEwliR61XPliWAPjD++YtCTGr/uGTBR6VKrFnDZDin2PMvmc5HWvOqnRJJEWs0M5esfAMfNqvNuxqrG8/61AOmz8if362+yraMJHAWVv/GBJ/Zx07NiRiIgIUlNTi/3ZmZmZHD16lICAgBKxo3pJUBbrRKPRYG1tja+vL+bm/7QA5/Tw5IeqNaEoCi+++CJ//PEH27Ztw9fX96HXHD16FAAPDw8AgoKC+Pjjj4mJicHVNXvwa0hICHZ2dtSqVctYJidbzBESEmLcvfi/zM3Nc1VoDlNT0yL7IVOU9y6tirNO3ll/gdPRSbjZmjNnQICxDzrLYGD47mVcT4mnul0FfmkzCHMz9bpb5HOS17/rpIGXEz/0rcfwX4/y0eaLtKtWgbZVswdSt/Dw4+eW/Ri241c+O7mNek6eDPZrqGboRaakfU5cXV2NP5+Lm16vJzY2lmbNmpWoOlFTeaqTgrw/VYf+jxs3jkWLFrFkyRJsbW2JiooiKirK+FfEpUuX+Oijjzh06BDh4eGsXr2a4cOH07p1a+rVqwdAcHAwtWrVYtiwYRw7dowNGzbw7rvvMm7cOGNS89xzz3H58mVef/11zp49y7fffsvy5ct55ZVXVHvvouQ4eC2OGduzt+b4qV89Ktj8k/D87+Q2tkRexNrEjJXtR2BvJttylHTDGnnxdBMvFAWGLTlCbEqG8dxQv0DerNsegKd3L2f/zatqhSmEKGFUTYi+++474uPjadu2LR4eHsbXsmXLADAzM2PTpk0EBwfj7+/Pq6++Sp8+ffjrr7+M99DpdKxZswadTkdQUBBDhw5l+PDhfPjhh8Yyvr6+rF27lpCQEOrXr8+MGTP4+eefZcq9ICPTwNPLjmJQYFCDivSo/c/yDsdjI3jvSPZaVV817Ultx3sv/SBKnlk961C9gjXX49N4ZvmxXAu3fRzYhR5etUjPyqTn5vmyGawQAigBXWYP4uXlxfbt2x96H29v7zxdYv/Vtm1bjhw5UqD4RNk3fetFTkQm4mJtxqyetY3H07MyGbrjV/SGLJ70qs2oao1VjFIUlI25CUuGNCTo612sPBHFz/uu8kwzbwC0Gi2L2wym+ZpvOBkXRc8t89jRdZwsoSBEOSerZYly63RUIh+FXADgq551cnWVfXBkAyfuRFLBwpofW/SVxRdLoUAvBz7pWhOAl1ed5Gz0P1t42JpasLrjKJzNrTh46zpj9/wm20wIUc5JQiTKpSyDwujlx8jIMvBELTcGNvA0ntsdHcb0E9sA+LF5P9wsbdUJUjy2iW2q0LGaC6l6A4MWHSY985+VbH1tnfmt3XB0Gi2LLh1mxsmHt0YLIcouSYhEufTj3ivsvXIHOwsTvutT19gClJKZwcidy1BQGFG1ET296zzkTqIk02o1LBjUAGcrU45GJDB5w/lc59t5VOXLJk8C8Mahtay/flaNMIUQJYAkRKLciUlM5+112b/4Pu7qn2vj1vcOr+di4i0qWtkzq+lTaoUoCpGnvQU/9a8PZI8Z23vlTq7z42q2YEz1phgUhYHbF3E+/qYaYQohVCYJkSh33lx7hrhUPQ0q2vF8cx/j8T3R4cw8tROAH5v3lSn2ZUivuh4MaVgRgwIjfj1CSsY/u2JrNBq+adaL5q4+xGek8dTmecRnFP8CgkIIdUlCJMqV3WGxzDtwDYBv+9RDp83uKkvL1PP07n+6yrp51VQzTFEEvu5VB087C87fTOadv3N3jZnrTPi93XAqWdlzNj6GIduXkGUwqBSpEEINkhCJciMzy8ALv58AYEzTyjTzdjSe++jYJs7F38TD0o6Zd8eUiLLF0cqMn/tnL+j65Y4wtl+6leu8u5Udf3QYiYXOhLXXz/D2oQcv5SGEKFskIRLlxuzd4RyPTMDJypRp3fyNx0/eiWT6ia3ZZYJ64WheNBv4CvV1renGmKaVARi19BhJ6Zm5zjdy8eLnFv0BmH5yG58d31LsMQoh1CEJkSgXbial8/6G7L3rP+1eE5e7aw4ZFANjd68gUzHwVOXa9PKuq2aYohjMeLIWlR0tCYtN4fU1p/OcH+LXkGmB3QB489A6vjq9s7hDFEKoQBIiUS58sOEcCWmZNKhox+gmlY3Hfzi3l9CbV7AxMeebZr1UjFAUFzsLU+YNCADguz1X2HX5dp4yb9Zrz3v1OwIwYd9qNtw4V5whCiFUIAmRKPNORSXyQ+gVAGY+VRvt3YHUESnxvHkwe5zIJ4FdqWTtoFaIopi1r+ZiTIyf+e14rgUbc0xp0JlnqjdFQWHI9sVcTbqTp4wQouyQhEiUea+uPoVBgV513Wnj52I8/sq+1STo02ji4sUL/s1VjFCo4fMeNXGzNedsTBKfbLqY57xGo+Grpj0JdK7E7fQU+mxdQFqmXoVIhRDFQRIiUab9fSaaDeduYqrTMP2JWsbjWyIusDz8GFqNhh+a90WnlX8K5Y2jlRlf98peiXzalgucikrMU8bCxJTf2w837nn2wt6VsueZEGWU/BYQZZY+y8Crf2UPmn2ppS9VXawByDRk8dK+VQA8XyOIAOeKaoUoVNa3ngc9armhz1J4ZvkxDIa8yY63jRO/thmKVqNh3oUD/HhurwqRCiGKmiREosz6ed9VzkQn4WJtxrudqhuPf3c2lFNx0TiZW/Fhwy4qRijUptFo+LZPXWzNTQi9cofv9oTfs1ynitX5pGFXAF7ct4q9MVeKMUohRHGQhEiUScnpmUzZmL2R5wfB1XGwNAXgZloS7x/ZAMDHDbvgJGsOlXuVHCyN61K9ue4M1+7ce9uO1+u2o493XfSGLPpsXUB0at4uNiFE6SUJkSiTZu0MIzoxnSrOVoxt5m08/u6h9cRlpBLg5Mkz1ZupGKEoSZ5v7kOQtyNJ6Vm8/OfJe5bRaDTMazWAmvauRKQk0H/rL+gNeWenCSFKJ0mIRJkTm5LB9K3Zs4Y+7FwDM5Psj/nhW9f56fw+AL5u1ksGUgsjrVbDj/2y97b740QUf5+Jvmc5W1ML/ugwEltTc3ZEX+b1A2uKOVIhRFGR3wiizPlsy0Xi0zKp52HHoAbZA6YVReHFfatQUBhcpQEt3XxVjlKUNHU87Hi5Vfbn4sU/TpKmv3frTw17Vxa2GgTAl6d3suTS4WKLUQhRdCQhEmXKjfhUvtoZBsDH3fyNizAuuXyEPTHhWJuYMb3RE2qGKEqwycE18LSz4NLtFKZvvXTfcj296/BOvQ4AjNn9G8diI4orRCFEEZGESJQpH4VcIC3TQAsfR7rXdAUgSZ/O6wezuzbeqd+Bitb2aoYoSjBbCxO+eDJ7vappmy9w+XbyfctOadCZzhVrkJqlp9fm+cSmpxRXmEKIIiAJkSgzLt5K5ud9VwGY1r0mGk1269DnJ7cRkZJAFVtnXqnVWs0QRSnQP8CT9lVdSMs08PKqU/ctp9NqWdJmCL42ToQlxTJy51JZtFGIUkwSIlFmTA05T5ZBoau/K62qOAMQmZLA/05uA2B6o+5YmJiqGKEoDTQaDbN718FUp2HN6WhWn4y6b1kncytWth+Buc6Ev66dZuapHcUYqRCiMElCJMqES7eSWXT4BgBTOtcwHp98ZCMpmXqaVfCmt3ddtcITpYy/my2vtvED4KVVJ0nJyLxv2QDnisxo3AOA1w+uZVtk3n3RhBAlnyREokz4eNMFY+tQ48oOAJyJi+bnC9nT7D9v/ISxC02I/Hi3YzW8HCy4cif1gQOsAV7wb84wv0CyFAP9t/3CtaS44glSCFFoJCESpd7l28ksPHQdgPeD/9mi482D6zAoCj0r15Fp9qLArM1NmPFkbQCmb7143xWsIbub7fvmfQhw8uRmWjL9ti0kI+v+rUpCiJJHEiJR6k3bfJEsg0Jw9Qo083YEYGfUZVZfO4VOo2VaYDeVIxSlVd96HrSq4kSq3sCba888sKyViRkr24/AwcySfTevMnH/6mKKUghRGCQhEqVaeGwK8w9cA7L3LIPsRRjfOLgWgDHVm+Dv4KpafKJ002g0zHqqDhoNLDlyg9Dw2AeW97V1ZlHr7EUbZ5/dw2JZtFGIUkMSIlGqTdt8gUyDQsdqLjT3dQJg7fUzhN68gqXOlA8CglWOUJR2DSrZ83TjygC8vOoUBsODp9Z396rFe/U7AvDM7t84ERtZ5DEKIR6fJESi1Lp6J4V5/2kdMigG3jn0NwAv1myBh5WdavGJsmNq1xrYmptw4Fociw5ff2j5DwKCCfasTmqWnt5bFhCfcf/xR0KIkkESIlFq/W/bZfRZCu2qOtPy7rpDv4Ud5/idSOxMLXi9bjuVIxRlhbudBe90rAbAW2vPkpT+4AHTOYs2VrZ24GLiLUbuXCaLNgpRwklCJEqlW0np/LzvCgBvd8j+RZVpyOL9IxsAeLVOa5wtrFWLT5Q9E1r7UsXZioiEND7b8vC1hpwtrFnRbjhmWh2rrp5k+omtxRClEOJRSUIkSqXZu8NJ1RtoWMmeDtVcAFh48RDnE27iYm7NK7Vliw5RuMxNdPyvR/Y+Z//bdokrsQ/fu6xxhcp83awXAG8f/putsmijECWWJESi1EnJyOTrXdk72r/e1g+NRkN6ViZTjm4E4M167bA1tVAzRFFG9azjTls/Z9IyHz4NP8cz1ZsyomojDIrCwG2LuJEcX8RRCiEehSREotSZu/8at1P0VHG2ok89DwB+PLeXq8lxeFrZ8YJ/C5UjFGWVRqNh5lO10Whg6dEIDl6Ly9c13wb1pr6TJzFpSfTbKos2ClESSUIkSpXMLAMztmdvo/BqGz9MdFqS9el8fHwzAO/V74ilbOAqilBARXuGNqwEwOtrTudrsLSViRm/txuOvZkFoTev8NqBNUUdphCigCQhEqXKb8ciCY9NpYKNGaOaeAHwzZndRKcm4mvjxNPVmqgcoSgPPupSA3MTLVsv3mb92Zh8XeNn58Ki1oMB+PrMLn69fKQoQxRCFJAkRKLUUBSFz7ZmD0p9saUvlqY64tJT+ezu7J0pDTpjpjNRM0RRTng7WfFiy+z98V5fc4ashyzWmOMJr1q8U68DAGN2L+fkHVm0UYiSQhIiUWpsOn+LYxEJWJnpGNfCB4AvTm3nTkYqtRzcGFylgboBinLl7Q5VcbQ05WRUIr8cfPhijTmmNOhMR89qpGTq6bNlIQkZaUUYpRAivyQhEqXGlzsvAzC6SWWcrMy4nZbMzFM7AfioQRd0Wvk4i+LjaGVmXAPrvfVnSdVn5eu6nEUbvawdOJ9wk1G7ZNFGIUoC+Q0iSoXzN5NYdyYGjQZebOkDwBendpCUmU6Akye9vOuoG6Aol8a39KGyoyXX49P4amdYvq+rYGHDb+2GYarVsfLKCWac3F6EUQoh8kMSIlEqfH33l003f1eqVbAhNj2Fr8/sArL3jdJoNGqGJ8opC1MdU7vUALI3Gr6dnJHva5tW8GZW06cAePPQOrZHXSqSGIUQ+SMJkSjx4lP1zD+YvYnry62qADDz1A4S9enUd/Lkqcq11QxPlHNDGlaivqcd8WmZTN10vkDXPlcjiGF+gWQpBgZsW0REiizaKIRaJCESJd7c/VdJSs+ilpsNHau7EJeeylens1uH3q/fSVqHhKq0Wg3Tn6gJwLe7r3D1zsO39Mih0Wj4vnkf6jl6EJ2aSP+tv6A35G8skhCicElCJEq0LIPC17vCAXiplS8ajYavz+wiQZ9GHQd3enpL65BQX3ANV9pVdSYjy8CHGy8U6ForEzN+bz8CO1MLdseEM0kWbRRCFZIQiRJtzelowmJTcLQ0ZVhgJZL06Xx5Ontm2Tv1O6DVyEdYlAwfd/UHYP7Ba1y4mVSga6vaubCw1UAAZp3eyVJZtFGIYie/TUSJNuvuVPtnmlXGysyE78+GEpueQjU7F/r51Fc5OiH+EeTjRPearmQZFD7YULCxRABPedfhzbrtARiz+zdOx0UVdohCiAeQhEiUWCeiEtl68TY6rYZxLXxIzdTzv1PZ05Pfqtde1h0SJc7Uu61ES4/e4HhEQoGv/6hhZ9p7VCU5M4M+WxaSqJdFG4UoLvIbRZRYP4ReBaBXHXcqO1ox98J+olMTqWztwFC/QJWjEyKvgIr29K/viaJkL9ZYUCZaHb+2GUJFK3vOxsfw9K7lsmijEMVE1YRo2rRpNG7cGFtbW1xdXenZsyfnzp3LVSYtLY1x48bh7OyMjY0Nffr0ITo6OleZq1ev0r17d6ysrHB1dWXSpElkZmbmKrNt2zYaNmyIubk5VatWZf78+UX99sRjSM2EJUciAHihhQ8ZWZnGPcveqNsOU61OzfCEuK8pnauj1cDqU9Hsu3KnwNe7Wtqyot1wTLU6VoQfZ+apHUUQpRDiv1RNiLZv3864cePYu3cvISEh6PV6goODSU5ONpZ55ZVX+Ouvv/jtt9/Yvn07ERER9O7d23g+KyuL7t27k5GRwZ49e1iwYAHz58/n/fffN5YJCwuje/futGvXjqNHjzJhwgTGjBnDhg0bivX9ivzbEQNJGVlUr2BNWz9nFl06zLXkONwtbWVHe1Gi+bvZMryRFwDv/l3wViKAZq7ezGzyJACvH1zLDlm0UYgip2pCtH79ekaOHEnt2rWpX78+8+fP5+rVqxw6dAiA+Ph45syZwxdffEH79u0JDAxk3rx57Nmzh7179wKwceNGTp8+zaJFiwgICKBr16589NFHzJ49m4yM7FVjv//+e3x9fZkxYwY1a9Zk/Pjx9O3bl5kzZ6r23sX9KYrC35HZaws9F+RNlmJg2vEtALxWpw0WJqZqhifEQ30QXB1TnYZNF26x9eKtR7rHC/7NGVylgXHRxsiUgo9JEkLkn4naAfxbfHz2Kq1OTk4AHDp0CL1eT8eOHY1l/P39qVy5MqGhoTRr1ozQ0FDq1q2Lm5ubsUznzp15/vnnOXXqFA0aNCA0NDTXPXLKTJgw4Z5xpKenk56ebvw+ISH7B5Fer0ev1xfKe82Rc7/Cvm9ptifsNuHJGixMtAwOcGf55aNcTLyFs7kVT1dpVC7rSj4neZXkOqloa8qYJl58F3qVt9eeYfvzTR9pAdHZTXpyLDaCU3HR9NuykI2dxjywu7gk14lapE7yKk91UpD3WGISIoPBwIQJE2jRogV16mRv1BkVFYWZmRkODg65yrq5uREVFWUs8+9kKOd8zrkHlUlISCA1NRVLS8tc56ZNm8aUKVPyxLhx40asrKwe/U0+QEhISJHctzSadU4DaAhyziJ0awiTE44C0FHjwo6QzarGpjb5nORVUuuksQHmaDXsvRrHR4v/ppHTo93nBaUSkzS32H0znEG/f8fT1lUeek1JrRM1SZ3kVR7qJCUl/yvHl5iEaNy4cZw8eZJdu3apHQpvvfUWEydONH6fkJCAl5cXwcHB2NnZFeqz9Ho9ISEhdOrUCVNT6QqKTclg4J5tgIH3n2qMYpPIhY27sNCZMOOJYbha2Kgdoirkc5JXaaiTk+bn+GJHGOvjHHlvSLNH3mamwtWa9N+xiNXpN+hQL5DnawTds1xpqJPiJnWSV3mqk5wenvwoEQnR+PHjWbNmDTt27KBSpUrG4+7u7mRkZBAXF5erlSg6Ohp3d3djmf379+e6X84stH+X+e/MtOjoaOzs7PK0DgGYm5tjbm6e57ipqWmRfXiK8t6lyZKjV0nLNOBjrdDc15l+O9YDMKJqIyraOqocnfrkc5JXSa6TN9pX4/u9Vzl4PZ5Nl+7Qrabbwy+6h35+AXyQEM2UoyFMOPAXHtb29PO9/8KkJblO1CJ1kld5qJOCvD9VB1UrisL48eP5448/2LJlC76+vrnOBwYGYmpqyubN/3STnDt3jqtXrxIUlP0XUlBQECdOnCAmJsZYJiQkBDs7O2rVqmUs8+975JTJuYcoGRRF4fvQKwB09VA4n3CL1ddOAfBK7dZqhibEI3G1NeeF5j4ATNl4/rHWFPogIJhx/s1RUBi6YwnbZeaZEIVK1YRo3LhxLFq0iCVLlmBra0tUVBRRUVGkpqYCYG9vz+jRo5k4cSJbt27l0KFDjBo1iqCgIJo1awZAcHAwtWrVYtiwYRw7dowNGzbw7rvvMm7cOGMrz3PPPcfly5d5/fXXOXv2LN9++y3Lly/nlVdeUe29i7x2XL7N+ZvJ2JjpaO0Ks85kd58+6VWbGvauKkcnxKN5ra0flqZa9l+NY/3ZmIdfcB8ajYZZTXvS27suGYYsnto8jxOxkYUYqRDlm6oJ0XfffUd8fDxt27bFw8PD+Fq2bJmxzMyZM3niiSfo06cPrVu3xt3dnZUrVxrP63Q61qxZg06nIygoiKFDhzJ8+HA+/PBDYxlfX1/Wrl1LSEgI9evXZ8aMGfz888907ty5WN+veLC5+68BMCDAg3RtBovCDgPZU+2FKK3cCrGVSKfVsqj1YFq6+RKfkUb79d9z5PaNQopUiPJN1TFE+fnBYGFhwezZs5k9e/Z9y3h7e7Nu3boH3qdt27YcOSI7SJdUCWl6fjuWvTL1yEaV+Gb/TtKyMmni4kVLN9+HXC1EyTapXVW+3RPOvqtxbDh3ky7+j97iaWliyuoOowje+CMHb12n5bpv+KRhN8bXbFGIEQtR/sheZqJEWHY0glS9gZpuNtTxsOTv9Ozk6LU6bR95Zo4QJYWbrTnPF1IrEYCjuRWbOz9HR89qpGTqmbD/T1qum82JO1GFEK0Q5ZMkRKJEyOkue7pxZRaHHSVBycTH2pFe3nVUjkyIwjGprR8WJlr2XrnDxnM3H/t+dmYWbAh+hu+D+mBras7em1dovO4rvk46z7XkuMcPWIhyRhIiobrTUYnsvXIHnVbDkEBPvjyzE4CXarbARDZxFWWEu50FzzX3BgqnlQhAq9HyrH8Qp3tNoq9PPQyKwuaMaGr9OYPXD6whNj3/i9IJUd5JQiRUN3f/VQCeqOnK/juXuJh4G2uNCSP9GqkcmRCF6/V2VbEw0RJ65Q4h5x+/lShHJWsHfms3nF1dnqe2iT3phkw+P7kNvxXTmH5iKxlZmYX2LCHKKkmIhKr0WQYWHroOwNNNKvO/U9sB6GLugY1p3sUxhSjNPOwseDaocFuJ/q2JS2Wm2tblz3YjqOvoQVxGKm8cXEu79d+TLkmREA8kCZFQ1drT0dxMysDd1hwnl1R2RYdhqtXR3cJT7dCEKBJvtM9uJdoTfofNF24V+v01Gg1dK/pz5MlXmNdyAHamFuyJCWfykY2F/iwhyhJJiISqcgZTD29UiVl3xw4N8gnASWumZlhCFBkPOwvGNK0MwLTNF4vsOTqtlpHVGjO/1QAApp/cyv6bV4vseUKUdpIQCdVEJaSx7u7KvcG1bVl55QQAE2q1VDMsIYrcpHZ+mGg1bLl4i71X7hTps3p512VIlYYYFIVX9q8u9G46IcoKSYiEan49coMsg0Izb0c23jqGQVHo6FmNOg7uaocmRJGq7GjFsMDsjaw/2XShyJ/3WaPuWOpM2RMTzh9XThb584QojSQhEqpZdDh7y4EBDdz5+cJ+AF6sKa1Donx4o31VNBr463Q0xyMSivRZFa3tjVvgvHloLXpDVpE+T4jSSBIioYrTUYkcvh6PiVaD1iGG2PQUvG0c6V6pptqhCVEsarja0LeeBwCfbim6sUQ5JtVti5ulLRcSbvHD2dAif54QpY0kREIViw9nT7Xv4l+BBWH7AHi+RhA6rXwkRfnxdodqACw7eoOLt5KL9Fm2phZMDugEwOSjG7mdVrTPE6K0kd8+otgZDIqxu6ypv47Dt29grjNhdPWmKkcmRPEKqGhPt5quGBSYvrXoW4nGVG9KLQc3bqenMHbPiiJ/nhCliSREotjtCovl6p1U7CxMOJVxDoBBvgG4WFirHJkQxS+nlWj+gWtcj0st0meZaHUsaj0YE42WlVdO8KcMsBbCSBIiUewW3e0u617Xgd+vHgdgvAymFuVUC18nWldxQp+lMGP7pSJ/XgPnirxWpy0AL+5bRZI+vcifKURpIAmRKFZp+iyWH40AwMI1Br0hi6YVKhPoUknlyIRQzzsds1uJftx7lZtJRZ+gvBfQEV8bJ64lx8kK1kLcJQmRKFZrz0QTn5ZJRXszNt7MaR1qoXJUQqirU/UKBFayJyUji692hhX586xMzPimWS8Avjy9k2OxEUX+TCFKOkmIRLFadCh7MHWj2lncSImngoU1/XzqqxyVEOrSaDTGsURf7wojIU1f5M/s5lWTvj71yFIMPLtnBVkGQ5E/U4iSTBIiUWziUvWsO5O9VccNXfZYibHVm2GuM1EzLCFKhJ513KnpZkN8Wibf77lSLM+c1fQpbE3N2XfzKj+e31sszxSipJKESBSbP09GkZFlwNdT4eCdK2g1Gp6tEaR2WEKUCFqthtfbVgVg1s4wMjKLvsXG08qejxt2BeCtQ+uISinaFbOFKMkkIRLFZtndwdTOlW4C0LNyHbxsHFSMSIiSZXDDinjaWRCRkMaSu2t1FbUX/JvTyKUS8RlpTDzwV7E8U4iSSBIiUSxuJ2cQcv4maLI4m3EZgOf9pXVIiH8zM9EyobUvAJ9vu4jBUPQ70+u0Wn4I6otWo+HXy0fYeONckT9TiJJIEiJRLFadjCLToOBVOYmkzHR8bZxo71FV7bCEKHHGNvPG1tyE09FJ/H02plie2dClknFj5RdCV5KSmVEszxWiJJGESBSLZUezm/91LlEAjK7eBK1GPn5C/Je9pSnPBXkDxbOdR44PG3SmopU9lxJv8+bBdcX2XCFKCvmNJIrczaR0tly8DWYphKdHodVoGFm1sdphCVFivdzaF1Odhh2XY9l35U6xPNPOzII5LfsD8PWZXay+eqpYnitESVGghOjMmTN88MEHtG/fHj8/Pzw8PKhXrx4jRoxgyZIlpKfLEvAir9+PR5JlUHCtHAtAt0r+VLS2VzkqIUquivaWDG5QEYDPtxX9dh45OleswQv+zQHot3Uha6+dLrZnC6G2fCVEhw8fpmPHjjRo0IBdu3bRtGlTJkyYwEcffcTQoUNRFIV33nkHT09PPvvsM0mMRC7LjkaAxkCKVfYsszHVZFd7IR7mtbZ+AKw8EcnFW8nF9twvmz5FX596ZBiy6L1lAeuunSm2ZwuhpnytiNenTx8mTZrEihUrcHBwuG+50NBQZs2axYwZM3j77bcLK0ZRikUmpLH98m2wvU2SIRV3S1u6edVUOywhSrw6HnZ0q+nKujMxfLH9Et/2qVcszzXV6ljSZgiKovD7lRP02jKfVR1G0rWS/LsVZVu+WojOnz/PCy+88MBkCCAoKIilS5cyadKkwohNlAErjkWiKGDvcQuAkVUbY6rVqRyVEKXD6+2yW4nm7b9GTGLxtbybanX82nYofbzrkmHIov/WRVxJii225wuhhnwlRKampgW6aUHLi7Jr+bEIME0jwTR7+vDT1WQwtRD51bqKM429HEjLNDB7d3ixPjsnKWrh6kNSZjpjdv+GohT9ukhCqOWRNpE6cOAAW7duJSYmBsN/NgT84osvCiUwUfpFJaSxOzwWXKJQgDbuVahmX0HtsIQoNTQaDa+386PfwkN8szuM19v5YW1efHv/mWp1zGs5gPp/fsGmiAv8eG4vz8qCqqKMKvC/rE8++YR3332XGjVq4ObmhkajMZ7799dC/HkqCkVRMKsQQwYwproMphaioHrV9cDP2YpLt1OYd+Aa41v6Fuvzq9lX4JPArryyfzWvHviLdh5VqS5/2IgyqMAJ0axZs5g7dy4jR44sgnBEWfLHiSiwvkOGNhV7Mwv6eBfPoFAhyhKdVsOrbf144fcTfLH9Ms8390GnLd4/Pl+q1ZI/r55iW9QlBm5bROgTL2KuK76WKiGKQ4EXZtRqtbRo0aIoYhFlSFyqns0XboFT9srUQ6s0xNJExpYJ8ShGNKqEs5UpYbEp/Hkyqtifr9VoWdR6MM7mVhyJvcGbB9cWewxCFLUCJ0SvvPIKs2fPLopYRBmy9nQ0mZoMsMueXSbdZUI8OiszE569u53HzB2XVYmhorU981sNBODL0ztZI4s2ijKmwAnRa6+9xrlz5/Dz86NHjx707t0710sIyF5MDodo0CgEOlciwLmi2iEJUaqNa5G9nceusFgOXotTJYYnvGoxoVYrAEbuXMqN5HhV4hCiKBQ4IXrppZfYunUr1atXx9nZGXt7+1wvIVIyMll3NhocIwEYU72JyhEJUfp52lswIMATgJnb1WklAvi0UXcaOFXkdnoKQ3YsJus/M42FKK0KPCpuwYIF/P7773Tv3r0o4hFlwMZzN0kziQOLFCx1pgyq0kDtkIQoE15pXYVFh26w/FgEnz1Rk0oOlsUeg7nOhGVth9Jw9Zdsj7rMJ8c3815Ap2KPQ4jCVuAWIicnJ/z8/IoiFlFGrDwRZRxM3d+3PvZmxf9DW4iyqGElB9r4OZNpUPhmV7hqcVSzr8C3QdlDJCYf3cjOKPVarIQoLAVOiCZPnswHH3xASkpKUcQjSjl9loHVZ26AffbK1DKYWojC9UrrKgD8uPcKyemZqsUxrGogw/0CMSgKQ3YsITZdfieI0q3AXWZfffUVly5dws3NDR8fnzzbdBw+fLjQghOlz7aLt4k3jwCtgRp2FWjh6qN2SEKUKU/UcjMu1Ljg4HVeaOGjWiyzg3oTevMKFxJuMXrXcla2HyEL9IpSq8AJUc+ePYsgDFFWrDwR+a/B1E3lh6MQhUyn1fByqyq8tOokX+64zHNB3miLeaHGHDam5ixtM5Rma79m1dWTfHV6Fy/XbqVKLEI8rgInRB988EFRxCHKAEVRWHnuMngmokXDsKqBaockRJk0qokX760/y4Vbyaw7G8MTtdxUi6WhSyX+1/gJXt73J68e+Is6ju508KymWjxCPKp8jSGSHY5Ffhy5EU+M7hoAHT2r4WZpq3JEQpRNNuYmjG2WvVDjF9svqRwNvFizJcP8AslSDPTf9guXEm6pHZIQBZavhKh27dosXbqUjIyMB5a7cOECzz//PJ9++mmhBCdKl9Uno8AhezC1tA4JUbRebOmLTqth68XbHL2h7gKJGo2GH5v3pYmLF7HpKTy1eR6J+jRVYxKioPKVEH399df873//w93dnQEDBvD555+zePFifv/9d37++WcmTpxIkyZNCAgIwM7Ojueff76o4xYl0LLz58E8FTONCU9Vrq12OEKUaV6OlvSt5wHAlypt5/FvFiam/NFhJB6WdpyKi2bo9l8xKLJooyg98pUQdejQgYMHD7J69WpcXV1ZvHgx48ePZ8iQIUyePJkLFy4wfPhwrl+/zmeffSYrVpdDEfFpnE3PbrrvWrEmtqYWKkckRNmXMwX/1yMRRCWo3yLjaWXPqg4jMdeZsPraKd4/vEHtkITItwINqm7ZsiUtW7YsqlhEKbb6VCTY3wTg6RqNVI5GiPKhqbcjQd6OhF65w7d7wnmvg/qL5japUJmfmvdj+M5f+fj4Zuo6ejCgSoDaYQnxUAVemFGIe1l45iSYZmCpNadLxRpqhyNEufFKm+xWoh9Cr5CeWTK6qIZVDeS1Om0AGLVrGYdvXVc5IiEeTtWEaMeOHfTo0QNPT080Gg2rVq3KdX7kyJFoNJpcry5duuQqExsby5AhQ7Czs8PBwYHRo0eTlJSUq8zx48dp1aoVFhYWeHl5MX369KJ+a+VKqj6L/QnnAejmWRszXYFXcxBCPKKeddypaG9BTFIGvx2PVDsco08Du9OlYg1Ss/T03DKf6NREtUMS4oFUTYiSk5OpX78+s2fPvm+ZLl26EBkZaXz9+uuvuc4PGTKEU6dOERISwpo1a9ixYwdjx441nk9ISCA4OBhvb28OHTrE559/zuTJk/nxxx+L7H2VN3+fiyLLNnt22fg6srO9EMXJVKfl+ebZU/C/3XNV5Wj+odNq+bXNUGrYV+Bachx9tiwgPUu9rUaEeBhVE6KuXbsydepUevXqdd8y5ubmuLu7G1+Ojo7Gc2fOnGH9+vX8/PPPNG3alJYtW/L111+zdOlSIiIiAFi8eDEZGRnMnTuX2rVrM3DgQF566SW++OKLIn9/5cX3Jw6DLgtrjRWt3auoHY4Q5c7YZt6Ym2g5eD2e8wlqR/MPB3NL/uwwCnszC3bHhDMudKWsaydKrBLft7Ft2zZcXV1xdHSkffv2TJ06FWdnZwBCQ0NxcHCgUaN/BvF27NgRrVbLvn376NWrF6GhobRu3RozMzNjmc6dO/PZZ59x586dXAlWjvT0dNLT043fJyRk/4TR6/Xo9fpCfX859yvs+xYXRVHYGXsWrCDYrSZZmVlkkfVY9yztdVIUpE7ykjr5h4O5lv713PnlcARrbmgYV4LqpIqVI7+0GEjPbQuYc2E/AY4ePFu9WbE9Xz4neZWnOinIe3ykhOjSpUvMmzePS5cuMWvWLFxdXfn777+pXLkytWsX3vozXbp0oXfv3vj6+nLp0iXefvttunbtSmhoKDqdjqioKFxdXXNdY2JigpOTE1FRUQBERUXh6+ubq4ybm5vx3L0SomnTpjFlypQ8xzdu3IiVlVVhvb1cQkJCiuS+Re1kQiZpFtndZUFJBtatW1do9y6tdVKUpE7ykjrJVl+BX9Cy5xYsXxuCo9nDrylOwyx8WJAaxsT9q9GfvUoVE5tifb58TvIqD3WSkpKS77IFToi2b99O165dadGiBTt27ODjjz/G1dWVY8eOMWfOHFasWFHQW97XwIEDjV/XrVuXevXq4efnx7Zt2+jQoUOhPee/3nrrLSZOnGj8PiEhAS8vL4KDg7GzsyvUZ+n1ekJCQujUqROmpqaFeu/iMHf1OshUsFHsePmpfoWymWtpr5OiIHWSl9RJXituh7L3ajwXLavwQeeSNduzq6Jwc9tC1t04y/dcZ2+ncdiYmhf5c+Vzkld5qpOcHp78KHBC9OabbzJ16lQmTpyIre0/e1W1b9+eb775pqC3K5AqVarg4uLCxYsX6dChA+7u7sTExOQqk5mZSWxsLO7u7gC4u7sTHR2dq0zO9zll/svc3Bxz87z/UE1NTYvsw1OU9y5K22PPgQl0cK2Vq1uyMJTWOilKUid5SZ38Y1wLH/ZePcacgxG836UWZiYla2WVBa0HEfDnF5xPuMnEQ2uY12rgwy8qJPI5yas81ElB3l+B/7WcOHHinoOgXV1duXWraDf0u379Ordv38bDI3u5+qCgIOLi4jh06JCxzJYtWzAYDDRt2tRYZseOHbn6EUNCQqhRo8Y9u8tE/l28E0e8LjshnVi/+MYECCHurXcdNxzNFKIS01lxPELtcPJwsbBmcZvBaDUa5l88yKJLhx5+kRDFpMAJkYODA5GRede6OHLkCBUrVizQvZKSkjh69ChHjx4FICwsjKNHj3L16lWSkpKYNGkSe/fuJTw8nM2bN/PUU09RtWpVOnfuDEDNmjXp0qULzzzzDPv372f37t2MHz+egQMH4unpCcDgwYMxMzNj9OjRnDp1imXLljFr1qxcXWLi0fzv0D7QgEWmHa29KqkdjhDlnqlOSxeP7FlcX+8KVzeY+2jj7sf79TsB8PyelVyIv6lyREJkK3BCNHDgQN544w2ioqLQaDQYDAZ2797Na6+9xvDhwwt0r4MHD9KgQQMaNGgAwMSJE2nQoAHvv/8+Op2O48eP8+STT1K9enVGjx5NYGAgO3fuzNWdtXjxYvz9/enQoQPdunWjZcuWudYYsre3Z+PGjYSFhREYGMirr77K+++/n2utIvFo1tw4BUCgXVWVIxFC5OjsAWY6DXuv3OHA1Ti1w7mnd+t3pI17FZIy0xmwbZGsTyRKhAKPIfrkk08YN24cXl5eZGVlUatWLbKyshg8eDDvvvtuge7Vtm3bB65JsWHDwzcGdHJyYsmSJQ8sU69ePXbu3Fmg2MSDxaYlcyMrEjQwukZDtcMRQtzlYAZ963mw5EgEX+8KY+HgBmqHlIdOq2Vx6yHU/3MGR2Jv8PqBNcxq1lPtsEQ5V+AWIjMzM3766ScuXbrEmjVrWLRoEWfPnuWXX35Bp9MVRYyiBJp94hBoFDTp1gyuU03tcIQQ/zL+7srVy45GEJ2Y/pDS6qhobc+Cu4Oqvzqzi5XhJ1SOSJR3jzwFoXLlynTr1o3+/ftTrZr8Qixvllw8CkA1Ux/MTSQRFqIkaeRlT9PKDmRkGfhx7xW1w7mv7l61cm0CezGhaCfmCPEg+eoyK8gAZNkSo+yLz0jlXOp10EA/n7pqhyOEuIcXW/qyb8kRvt9zhTfbV8VUV7Km4Of4JLAbe29eZVd0GH23LiS0+4tYmpTtqeCiZMpXQnTkyJFc3x8+fJjMzExq1Mhe+Ov8+fPodDoCAwMLP0JR4vx2+QSKxgBpVoyq7692OEKIe+hX35PX/jpNREIaK49HMqBBwWYBFxdTrY6lbYbSYPUXHIuN4MW9f/Bzy/5qhyXKoXz9ybB161bjq0ePHrRp04br169z+PBhDh8+zLVr12jXrh3du3cv6nhFCfDTmey1Q5wyPfFzKd7l94UQ+WNmouXZoOyxRF/tClM5mgeraG3Pr22GokHDnAv7mXdhv9ohiXKowG2oM2bMYNq0abkWNXR0dGTq1KnMmDGjUIMTJU+iPo1Dcdk/XIM9aqkcjRDiQZ4N8sZEq2FP+B2ORcSrHc4DdfCsxocNsteYeyF0JcdjS97CkqJsK3BClJCQwM2beRfSunnzJomJiYUSlCi5Nlw/RxYGSLdgaK3qaocjhHgADzsLetXN3qLouz0ld3B1jrfrt6dLxRqkZWXSd+tCEjLS1A5JlCMFToh69erFqFGjWLlyJdevX+f69ev8/vvvjB49mt69exdFjKIEWXwhe2qsLtmFdlVdVI5GCPEwLzT3AWDRoeskpOkfXFhlWo2WX1oPxsvagQsJtxi9e/kD16oTojAVOCH6/vvv6dq1K4MHD8bb2xtvb28GDx5Mly5d+Pbbb4siRlFCGBQDmyLPARBg64uVWYHX9RRCFLM2fs7UdLMhOSOLXw5eVzuch3KxsGZ522GYanWsCD/OV6d3qR2SKCcKnBBZWVnx7bffcvv2bY4cOcKRI0eIjY3l22+/xdrauihiFCXEgVvXSDKkQpaOPlVldpkQpYFGozG2En27J7xUtLg0c/VmRuMeALx24C9CY8LVDUiUC4+8MIW1tTX16tWjXr16kgiVE6uvns7+IsmRLtXd1Q1GCJFvwwIrYW2m43R0Ejsu31Y7nHwZX7MF/XzqkakY6L/1F26lJasdkijjCtzn0a5dOzQazX3Pb9my5bECEiXXissnAbBOd6W+p53K0Qgh8sve0pShgZX4IfQK3+6+Qhu/kj/+T6PR8HOL/hyLjeR8wk2GbF/Muk5j0GlL5gKTovQr8CcrICCA+vXrG1+1atUiIyODw4cPU7eurFpcVt1Ijud8UjQo0MG9Blrt/ZNiIUTJ8/zd/c1WnogkMqF0zN6yM7NgRbvhWOpM2Rhxno+Pb1I7JFGGFbiFaObMmfc8PnnyZJKSkh47IFEyrbt+JvuLVFueCKykbjBCiAKr72lPcx9H9oTf4ed9V3mvU+lYNqOukwffN+/DiJ1LmXwkhKAKPnSqWDpiF6VLobU9Dh06lLlz5xbW7UQJs+rKqewvEp3pWK2CusEIIR5JzuDqH0OvkJllUDeYAhhetRFjqjdFQWHw9sVcT45TOyRRBhVaQhQaGoqFhUVh3U6UIKmZejZHXgTAU1MRX2crlSMSQjyKvvU9cLE243p8GmtOR6sdToF81bQnAU6e3EpPZsC2RegNWWqHJMqYAneZ/XfxRUVRiIyM5ODBg7z33nuFFpgoObZFXSTdoAe9Gd18fdUORwjxiMxNdIxpWplPt1zk2z3h9KzroXZI+WZpYsqKdsMJ/OtL9sSE8+bBtcxo8qTaYYkypMAtRHZ2dtjb2xtfTk5OtG3blnXr1vHBBx8URYxCZWuv3R0/lOhMp+qu6gYjhHgszwZ5o9FAyPlbnL9ZusZ9+tm5MK/lAAC+OLWDleEnVI5IlCUFbiGaP39+EYQhSipFUfgzZ/2hRCfaV3VWNyAhxGPxcbKim78ra8/E8P2eK3zxVG21QyqQXt51ebV2G2ac2s6oXcuo5+RBVbuSv4yAKPkK3EJUpUoVbt/Ou7BXXFwcVapUKZSgRMlxKi6K6ylxYNBS364yLjbmaockhHhML7TwAWDegWukZGSqG8wjmNaoGy1cfUjQp9Fv60LSMkv2Hm2idChwQhQeHk5WVt7BbOnp6dy4caNQghIlx5qc7rJkB4KrlZ7xBkKI++tcwxVfJyviUvUsOxqhdjgFZqrVsaztMFzMrTkaG8GE/X+qHZIoA/LdZbZ69Wrj1xs2bMDe3t74fVZWFps3b8bHx6dQgxPq+2f8kBMdq0uztBBlgU6r4bkgb95Ye4Zv94QzqklltUMqsIrW9ixuM5guG3/mh3N7aenmy1C/QLXDEqVYvhOinj17AtnLqY8YMSLXOVNTU3x8fJgxY0ahBifUdSc9hT13N1U0SXahpa+TugEJIQrN0028eH/DOQ5ei2f/1Ts0qeyodkgFFlyxBu/W78BHxzbxzO7fqGXvRkMXWThWPJp8d5kZDAYMBgOVK1cmJibG+L3BYCA9PZ1z587xxBNPFGWsophtiriAAQXSrAiq6IGVWYHH4AshSigXG3P61c/uBv8h9IrK0Ty6DwKC6VrRn7SsTHpumU9MaqLaIYlSqsBjiMLCwnBxka6T8mBjxPnsL5Icaesns8uEKGueC/IBYOnRCOJTS+fAZJ1Wy5I2Q6huV4FryXH03bqQjKzSN1BcqC9ff/J/9dVXjB07FgsLC7766qsHln3ppZcKJTChLkVR2HDjXPY3SU60qSIJkRBlTXMfR2q723IqKpFFh64zrmXpXHjVwdySPzuMoumar9gZHcaE/X/ybVAftcMSpUy+EqKZM2cyZMgQLCws7ru5K2SPL5KEqGw4F3+Ta8lxYNBgkuZAkE/pG18ghHgwjUbD2GaVeXnVKX7Ye4UXWvig0WjUDuuR+Du4srjNYJ7cNI/vzoYS4FSRsTWaqR2WKEXylRCFhYXd82tRdhlbh1LsaeblIuOHhCijhgVW4o01ZzgRmci+q3E08y69f/w84VWLqQ278M7hvxm/9w/qOLjT2Kmi2mGJUqLAY4g+/PBDUlJS8hxPTU3lww8/LJSghPqMCVGik4wfEqIMc7QyY0CAJ1C6B1fneKtee/r51ENvyGLQ9kXcSU9VOyRRShQ4IZoyZQpJSXn3v0lJSWHKlCmFEpRQV3pWJtuiLmV/IwOqhSjzng3yBmDZ0RvEldLB1Tk0Gg1zWvanqq0LV5PjeHbv7yiKonZYohQocEKkKMo9+5iPHTuGk5OsU1MW7L95ldQsPehNMcm0kfFDQpRxzbwdqeNuS6rewC8Hr6sdzmOzNbVgaduhmGp1rLp2ivXpkWqHJEqBfCdEjo6OODk5odFoqF69Ok5OTsaXvb09nTp1on///kUZqygm26MuZ3+R4kBTL0cZPyREGafRaIytRD/svVImWlQCXSrxWaPuAMxNuczxO5IUiQfL92+6L7/8EkVRePrpp5kyZUqurTvMzMzw8fEhKCioSIIUxWtH9N2EKNmetg1lzSkhyoOhgZV4fc1pTkUlEhp+h+ZlYGX6CbVasenGOdbdOMfQXUs52ONlrE1lg2pxb/lOiHK26/D19aV58+aYmpoWWVBCPXpDlnG7DpLtZfyQEOWEg6UpAwMqMu/ANX7Ye6VMJEQajYafgvpS9/fPORsfw8v7/uTnltKTIe4tX11mCQkJxleDBg1ITU3NdezfL1G6Hb59neTMDMg0Qae3IagUT8EVQhTM2LvdZsuPRnAnJUPlaApHBQsbXrGpgQYNcy7sZ+nlI2qHJEqofCVEDg4OODo6PvCVU0aUbjuM44fsaVrZEWtzGT8kRHnRtLID9TzsSMs0sLAMDK7OUdfUgbfqtgNg7J4VXE68rXJEoiTK12+7rVu3FnUcooTINX4oQLrLhChPcgZXj1t5gh/3XuGlVr6lduXq/3q3bnt2xISxKzqMgdsWsavbOMx08gef+Ee+Pg1t2rTJ181Onjz5WMEIdWUZDOyMvrsSebIDrWX/MiHKnSENKzJpzWlORyexOyyWlmXk54CJVseS1kOo/+cMDty6xiv7VzM7qLfaYYkSpMDrEP1XYmIiP/74I02aNKF+/fqFEZNQyYk7kcRnpEGWDk26rD8kRHlkb2nKwJyVq/eW/pWr/83LxoGFrQehQcO3Z/fw47m9aockSpBHToh27NjBiBEj8PDw4H//+x/t27dn7175cJVmxu6yFDsCPO2xs5CZhEKURzlrEv12LJLbyWVjcHWOJ7xq8VHDzgCM3/sHu6Jlf06RrUAJUVRUFJ9++inVqlWjX79+2NnZkZ6ezqpVq/j0009p3LhxUcUpioFxQcZkB1r6lo1mciFEwTX2ciDA0470TAO/HCo7g6tzvF2vg3G/sz5bFnAtKU7tkEQJkO+EqEePHtSoUYPjx4/z5ZdfEhERwddff12UsYlipCjKPzPMku1pId1lQpRbuVauDi0bK1f/m0ajYV7LAdRz9CAmLYmeW+aRklm2WsJEweU7Ifr7778ZPXo0U6ZMoXv37uh0uqKMSxSzs/Ex3EpPBoMW0mxpUQYWZRNCPLrBDStibabjbEwSOy/Hqh1OobM2NefPDqNwNrfi8O0bPLP7tzKX+ImCyXdCtGvXLhITEwkMDKRp06Z888033Lp1qyhjE8Voe87u9il2+DhaU8nBUt2AhBCqsrMwZVCDigD8WMYGV+fwsXViRbvh6DRallw+wv9OblM7JKGifCdEzZo146effiIyMpJnn32WpUuX4unpicFgICQkhMTExKKMUxSxHcbp9va0lNYhIQQwtll2t9mK45FlZuXq/2rrUZVZTZ8C4M1D62SQdTlW4Flm1tbWPP300+zatYsTJ07w6quv8umnn+Lq6sqTTz5ZFDGKIpZr/FCKJERCiGyNvOyp55E9uHrx4Rtqh1NkXvBvzlC/hhgUhUHbFnE7LVntkIQKHmsdoho1ajB9+nSuX7/Or7/+WlgxiWJ2OfE2N1LiQdFAip3MMBNCANmDj8c0rQzAT3uvltkxNhqNhm+DelPNzoXrKfGM2rWszL5XcX+PvTAjgE6no2fPnqxevbowbieK2T/rD9niaGFBTVcbdQMSQpQYQwIrYm6i5XhkAoeux6sdTpGxNbVgedthmGl1/HXtNLNO71Q7JFHMCiUhelQ7duygR48eeHp6otFoWLVqVa7ziqLw/vvv4+HhgaWlJR07duTChQu5ysTGxjJkyBDs7OxwcHBg9OjRJCUl5Spz/PhxWrVqhYWFBV5eXkyfPr2o31qp8u/usha+Tmi1ZWPvIiHE43OyMqNPXQ8Aft53VeVoilaAc0VmNO4BwOsH13Lw1jWVIxLFSdWEKDk5mfr16zN79ux7np8+fTpfffUV33//Pfv27cPa2prOnTuTlpZmLDNkyBBOnTpFSEgIa9asYceOHYwdO9Z4PiEhgeDgYLy9vTl06BCff/45kydP5scffyzy91da5F6QUcYPCSFyG9Msu9tsyeEbJKdnqhxN0RpXswW9KtdBb8hiwLZFxKWnqh2SKCaqJkRdu3Zl6tSp9OrVK885RVH48ssveffdd3nqqaeoV68eCxcuJCIiwtiSdObMGdavX8/PP/9M06ZNadmyJV9//TVLly4lIiICgMWLF5ORkcHcuXOpXbs2AwcO5KWXXuKLL74ozrdaYl1LiiMsKRYU7o4fkoRICJFbmyrO+DlbkZieyW/HItUOp0hpNBrmtOyPt40jlxNvM3znrxgUg9phiWKgakL0IGFhYURFRdGxY0fjMXt7e5o2bUpoaCgAoaGhODg40KhRI2OZjh07otVq2bdvn7FM69atMTMzM5bp3Lkz586d486dO8X0bkqunTnjh1JtMdea0cjLXt2AhBAljlarYfTdwdU/7yubaxL9m6O5Fb+3G4G5zoS/rp1m2vEtaockioGJ2gHcT1RUFABubm65jru5uRnPRUVF4erqmuu8iYkJTk5Oucr4+vrmuUfOOUfHvFtUpKenk56ebvw+ISEBAL1ej16vf5y3lUfO/Qr7vvm1NeJi9hcp9jTwtEOrGNDr1f1rSO06KYmkTvKSOsmrKOtkcIA7760/x+7wOxy/cafUTL541DqpZ+/G142fYuze33nv8AYCHDwI9qxeFCEWu/L0b6cg77HEJkRqmjZtGlOmTMlzfOPGjVhZWRXJM0NCQorkvg+zPu5E9hfJ9rjq7rBu3TpV4rgXteqkJJM6yUvqJK+iqpNARw37b2t4f/lORlUpXdPSH6VOXIFO5u6EpEcxaOsv/M+uAW46i8IPTiXl4d9OSkpKvsuW2ITI3d0dgOjoaDw8PIzHo6OjCQgIMJaJiYnJdV1mZiaxsbHG693d3YmOjs5VJuf7nDL/9dZbbzFx4kTj9wkJCXh5eREcHIydnd3jvbH/0Ov1hISE0KlTJ0xNTQv13g8Tk5bE9RV3p5am2DOwRwO61bt3nRQnNeukpJI6yUvqJK+irhODTwy9Fx5m9x0zFge3w8ykxI66MHrcOmmfpafdhh84FHuD73U32N75OSx0pfvzVp7+7eT08ORHiU2IfH19cXd3Z/PmzcYEKCEhgX379vH8888DEBQURFxcHIcOHSIwMBCALVu2YDAYaNq0qbHMO++8g16vN/6PDwkJoUaNGvfsLgMwNzfH3Nw8z3FTU9Mi+/AU5b3vZ9+N69lfpFlDliktq7iUqH8catRJSSd1kpfUSV5FVSc96njgYWdOZEI6f5+/Td/6noX+jKLyqHViamrKyg4jabh6JkdiI5hwcA0/t+iHRlP6lycpD/92CvL+VE3vk5KSOHr0KEePHgWyB1IfPXqUq1evotFomDBhAlOnTmX16tWcOHGC4cOH4+npSc+ePQGoWbMmXbp04ZlnnmH//v3s3r2b8ePHM3DgQDw9s/+hDh48GDMzM0aPHs2pU6dYtmwZs2bNytUCVF4dvH13jY0UWzztLKjkUHaagoUQhc9Ep2VUYy+g7K9J9G+VbRxZ2nYoWo2GuRf28/P5fWqHJIqAqgnRwYMHadCgAQ0aNABg4sSJNGjQgPfffx+A119/nRdffJGxY8fSuHFjkpKSWL9+PRYW//ziXrx4Mf7+/nTo0IFu3brRsmXLXGsM2dvbs3HjRsLCwggMDOTVV1/l/fffz7VWUXl16NbdFqJUW4J8HMvEXzxCiKL1dJPs2WYbz9/kSmz+x2eUdh09qzO1YRcAxu/9g/03y09CWF6o2mXWtm3bB+4Xo9Fo+PDDD/nwww/vW8bJyYklS5Y88Dn16tVj505Zhv3fFEXh4O2cLjMbmlW+d/ehEEL8m5+LNe2rurDl4i3mHbjG5M411A6p2LxZtz37b15j1dWT9N26kENPTqCCRemYbSceruSPiBNF4krSHWLTU7I3dE2zoZm3g9ohCSFKiZwNX+fuv0qWoXTNNnscGo2G+a0GUM3OhWvJcQzatpgsgyzaWFZIQlROHbr9z4BqE42OhpVkQUYhRP70quuOo6Up1+LSCDl/U+1wipW9mSUr24/AysSUzZEXePfwerVDEoVEEqJyypgQpdpQ39MOK7MSO+FQCFHCWJjqGNaoElC+BlfnqOPowZwW/QH49MQW/rhyQuWIRGGQhKic+veA6mbeMn5ICFEwo+8Orv7zZBQxiekPKV32DKzSgAm1WgEwYudSzseXr5ayskgSonJIUZR/dZnZECQJkRCigOp52tGksgOZBoWFB6+rHY4qpjd+glZuviTq0+mzZQHJ+vKXGJYlkhCVQ1eT73A714BqSYiEEAU35l8bvj5oxnBZZarVsaztMNwtbTkZF8ULoSvVDkk8BkmIyqFDt25kf5FmjYuVBVWci2Z/NiFE2TYwoCLWZjrO3Uxmd1is2uGowsPKjmV3F21ceOkQCy8eVDsk8YgkISqHjCtUp2a3DsmCjEKIR2FrYcKAgOxdAcrj4Oocrd39mBLQGYAXQlfKeKJSShKicsg4oDrNVtYfEkI8lpzB1b8djyQxLVPlaNTzVr32tHP3IzkzgwHbfiE9q/zWRWklCVE5k2tAdaoNTWWFaiHEYwjycaRGBWtSMrJYfixC7XBUo9NqWdRmMC7m1hyNjeD1A2vUDkkUkCRE5cx/B1TLgoxCiMeh0WgYdbeVaN7+8tttBuBpZc+CVgMB+OrMLlZfPaVyRKIgJCEqZ/49oNrX0QYnKzN1AxJClHrDAiuh1cDu8Duci0lSOxxVdfOqycTarQEYtWsZ15Pj1A1I5JskROXMv7vLAqV1SAhRCDztLejq7wrA/APXVI5GfdMCuxHoXInY9BQGb19MpiFL7ZBEPkhCVM78syCjrXSXCSEKzdN3u80WHLxGZlb53vDUTGfC0rZDsTU1Z2d0GB8d26R2SCIfJCEqZ47HRmZ/kWotLURCiELzRC03XKzNiExIZ8M5mXZe1c6FH5r3BeCjo5vYeOOcyhGJh5GEqByJTU8hMjUh+5t0axpWlIRICFE4zEy0DA2sCMA86TYDYFCVBjxTvSkKCoO2L+ZKUvlcvLK0kISoHDl1Jyr7iwxzKtvb4mJjrm5AQogyZVTj7G6z1aeiuJUk+3oBfNW0J41csscT9d26kLRMvdohifuQhKgcORl3NyFKl+4yIUThq+dpR2Ale/RZCosP31A7nBLBwsSUFe2G42RuxcFb13lp3yq1QxL3IQlROXIyp4UoTRIiIUTRyBlcPWf/1XK54eu9eNs48WubIWjQ8NP5fcw9v1/tkMQ9SEJUjpwythBZyfghIUSRGNTAE3MTLSciEzl8PV7tcEqM4Io1+Kjh3f3O9q7kcM4WSqLEkISonFAUhROx/24hclA1HiFE2eRoZUavOu6ADK7+r7fqtaeHVy3SszLps3UBt9OS1Q5J/IskROVEdGoisRkpoEBFCydcbWVAtRCiaOR0my0+fIM0vSxKmEOr0bKw1SD8bJ0JT7rD0B1LyDKU7zWbShJJiMqJU3HR2V9kWBJY0UndYIQQZVr7ai54OVgQl6rnz5NRaodTojiYW/J7+xFY6kxZf+McHx0LUTskcZckROWEcUB1upV0lwkhipROq2FkYy8A5u6XbrP/qu/kyffN+wAw5WgI666dUTkiAZIQlRvGKfcyw0wIUQxyEqKQCze5eidF5WhKnuFVG/G8fxAAQ3Ys4XLibZUjEpIQlRPHb9/dsiPNWvYwE0IUuSrO1rT1c0ZRYOFBmVF1LzObPEXTCpWJy0ilz5YFpMqijaqShKgcUBTF2ELkYuqIh52FyhEJIcqDp5tktxLNO3ANg0HWJPovc50Jv7Udjou5NUdjIxi/9w+1QyrXJCEqB64lx5GSlQGKhiZuHmqHI4QoJ/rU88DW3ITLt1PYGSZdQvfiZePA0rZD0aBh7oX9LLp0SO2Qyi1JiMqBfwZUW9JIZpgJIYqJlZkJAxt4AjK4+kE6eFbj/YCOADy353fOx99UOaLySRKickAGVAsh1JKzJtFvxyJISJMxMvfzXv1OtHX3Izkzg/7bfpFNYFUgCVE5cDz27oDqdGsCvSQhEkIUn6aVHfB3tSFVb2D50Qi1wymxdFoti9sMxsXcmmOxEUw8sFrtkModSYjKgYM3s38I2Wvs8ZQB1UKIYqTRaIyDq6Xb7ME8rez5pfUgAL47G8qvl4+oHFH5IglRGZdlMHA5Kbs/ur6TBxqNRuWIhBDlzbDASui0GkKv3OFsdKLa4ZRoXSr583a9DgCM2b2ck3ciVY6o/JCEqIwLS4pFr2SBQUvLip5qhyOEKIfc7Szo5u8KyIav+fFhg8509KxGSqae3lsWEJ+RqnZI5YIkRGXcv7fsaOTlqG4wQohyK2fl6kWHbpAlaxI9kE6r5dc2Q/GyduBCwi1G7lyGokidFTVJiMq4o7fvDmKUGWZCCBU9UcsNZytTIhLSCDkv08ofxsXCmhXthmOm1bHq6kmmn9iqdkhlniREZdyeyOwl860UO7wcLFWORghRXpmZaBnUoCIAC6TbLF+aVKjM1816AfD24b/ZHHFB5YjKNkmIyrhTd9cgqmHrKgOqhRCqyuk2++NkFHGpss5OfjxTvSmjqjXGoCgM3LaIa0lxaodUZklCVIZlZGUSmXEHgCCPSipHI4Qo7xpWsqe2uy3pmbImUX5pNBpmN+tNA6eK3EpPpu/WBaRnZaodVpkkCVEZdiHhFgoKZOloV1lmmAkh1KXRaBjZKLuVaL50m+WbpYkpv7cfjqOZJftvXWPCvj/VDqlMkoSoDDuSM6A63YrASjLDTAihviGBFdFqIPTKHc7fTFI7nFLD19aZxW0Go0HD9+dCWXDhgNohlTmSEJVh269fBcAs0xYfJxlQLYRQn4edBV3urkkkg6sLpmulmnwQ0AmA50J/5+jtGypHVLZIQlSGHbqV3ULkY+UiA6qFECXGiLvdZgsPXpc1iQrovYCOdKvkT1pWJv22/kJCRpraIZUZkhCVYTlbdgQ4e6gciRBC/OPJ2m44WJpyPT6NrRdvqR1OqaLVaFnYahCVrR24mHiLMbuXy6KNhUQSojIqNVNPvCF7z6AOXj7qBiOEEP9iYapjYED2RI8FB6XbrKCcLaxZ1nYYJhotv4Uf55szu9UOqUyQhKiMOhEbBRog04T2PtJCJIQoWXLWJPr9eCQJabImUUE1c/Xm88ZPADBx/2p2RYepHFHpJwlRGbXxSjgAOr0Nfi7W6gYjhBD/0aSyAzUqWJOqN7DimOzo/ihertWKgb4BZCoG+m1dSERKvNohlWqSEJVRu+9u2eFu6iQDqoUQJY5GozG2Ekm32aPRaDT83KIfdRzciUpNpO+WhWTIoo2PTBKiMupMfDQANe3dVI5ECCHubWhgJTQa2HE5lsu3k9UOp1SyNjXnjw4jsTezIPTmFV7Zv1rtkEqtEp0QTZ48GY1Gk+vl7+9vPJ+Wlsa4ceNwdnbGxsaGPn36EB0dneseV69epXv37lhZWeHq6sqkSZPIzCz7GXRkxm0AmrvLlh1CiJKpkoMlnapVALKn4ItHU9XOhcWtBwPw7dk9zJdFGx9JiU6IAGrXrk1kZKTxtWvXLuO5V155hb/++ovffvuN7du3ExERQe/evY3ns7Ky6N69OxkZGezZs4cFCxYwf/583n//fTXeSrG5nZpMhjYVgO5+vipHI4QQ9zeicfYfbQsOXsMgaxI9su5etZgcEAxkL9p4+JYkmAVV4hMiExMT3N3djS8XFxcA4uPjmTNnDl988QXt27cnMDCQefPmsWfPHvbu3QvAxo0bOX36NIsWLSIgIICuXbvy0UcfMXv2bDIyMtR8W0Xqr8uXAdDozWnkUUHlaIQQ4v561nHHzsKE8NhUdobdVjucUu29gI484VWT9KxMem2Zz6006YYsCBO1A3iYCxcu4OnpiYWFBUFBQUybNo3KlStz6NAh9Ho9HTt2NJb19/encuXKhIaG0qxZM0JDQ6lbty5ubv+Mo+ncuTPPP/88p06dokGDBvd8Znp6Ounp6cbvExISANDr9ej1hTs9NOd+hXnfDeHZCZGTxpGsrEyysgrt1sWiKOqktJM6yUvqJK/SWCemGuhb1525B64zd99Vmle2L9T7l8Y6eRxzg/rRPG42FxNvM2DrQta0H4WJVperTHmqk4K8xxKdEDVt2pT58+dTo0YNIiMjmTJlCq1ateLkyZNERUVhZmaGg4NDrmvc3NyIiooCICoqKlcylHM+59z9TJs2jSlTpuQ5vnHjRqysrB7zXd1bSEhIod1rZ8R5sACXTDPWrVtXaPctboVZJ2WF1EleUid5lbY6qZYBoGX5ket0tbiGpe5hVxRcaauTx/Gixps3uMOWqEsMXvkdI62q3LNceaiTlJSUfJct0QlR165djV/Xq1ePpk2b4u3tzfLly7G0LLrNSt966y0mTpxo/D4hIQEvLy+Cg4Oxs7Mr1Gfp9XpCQkLo1KkTpqamhXLPO/OPA9C1Rh26tWpVKPcsTkVRJ6Wd1EleUid5ldY66aoozLm+k4u3U0jxrEefwIqFdu/SWiePq8IVfwbvXMKqtBv0DmzJQN8A47nyVCc5PTz5UaITov9ycHCgevXqXLx4kU6dOpGRkUFcXFyuVqLo6Gjc3d0BcHd3Z//+/bnukTMLLafMvZibm2Nubp7nuKmpaZF9eArr3skZelK02Vt29PCrVqo/7EVZ36WV1EleUid5lcY6GdHYi/fWn2PxkUiebuZT6PcvjXXyOAZVbcjxuCg+PbGFZ/eupL5LReo5eeYqUx7qpCDvr8QPqv63pKQkLl26hIeHB4GBgZiamrJ582bj+XPnznH16lWCgoIACAoK4sSJE8TExBjLhISEYGdnR61atYo9/uKw9nIYaA1g0NHGy/PhFwghRAkwLDB7ttmWi7e4Epv/bg5xf1MbdqFzxRqkZunpt/UXkvTpD7+oHCvRCdFrr73G9u3bCQ8PZ8+ePfTq1QudTsegQYOwt7dn9OjRTJw4ka1bt3Lo0CFGjRpFUFAQzZo1AyA4OJhatWoxbNgwjh07xoYNG3j33XcZN27cPVuAyoL14dn72TjggE5bBB3xQghRBLydrGhfNXsW8S+HZMp4YdBptSxqPZiKVvacT7jJuNCVaodUopXohOj69esMGjSIGjVq0L9/f5ydndm7dy8VKmRPJZ85cyZPPPEEffr0oXXr1ri7u7Ny5T//w3U6HWvWrEGn0xEUFMTQoUMZPnw4H374oVpvqcgdvHUDgCrWskK1EKJ0+WdNousoiqxJVBhcLKz5tc0QtBoNCy8dYuHFg2qHVGKV6DFES5cufeB5CwsLZs+ezezZs+9bxtvbu1TPtCqosJQYMIWmroU3KFEIIYpDn7oejFt5gou3ktkTfocWvk5qh1QmtHKvwuSAYN4/soEXQlfSwMFD7ZBKpBLdQiQKJjUjkyRN9m7HXb3vPc1SCCFKKmtzE/rWyx77OP+AbPhamN6u14H2HlVJzsxgyM5fSVdK2QJ1xUASojJkU/gNMNGDoqFDZW+1wxFCiAIbebfbbPmxCFIyyv6+k8UlZzxRBQtrTsRF8XPKZbVDKnEkISpDVoddAMAOe6xMzVSORgghCq6VrzM+TpYkpGWy6uT9F9AVBedhZcei1oPRoCEkPYq5sglsLpIQlSGhMVcAqGYt/cNCiNJJq9UwopEXAAsOyGyzwhZcsQaT63cC4KUDf7L/5lWVIyo5JCEqQ8JSs/+aaunmo24gQgjxGHLWJNp04SYR8WkqR1P2vFGnDU1MnckwZNF360JupiWpHVKJIAlRGXE7OY0UXRwAfavVUDcYIYR4DH4u1rTwccSgwJLDN9QOp8zRarS8bF2dqrbOXEuOY9C2xWQaZJC1JERlxLJzF0CroDWY0sJTptwLIUq34TndZgevyZpERcBaa8LyNkOxMjFlc+QF3ju8Qe2QVCcJURnx95WLALjpXNBoNCpHI4QQj6dffQ/MTbScjErkWET+N+gU+VfHwZ25LQYA8OmJLfxx5YTKEalLEqIy4sid7DU76jtUUjkSIYR4fI5WZvSolb3ivmzlUXQGVAngldqtARixcynn4mMeckXZJQlRGaAoCpGZNwHoUrmqytEIIUThGN4o+w+8xYdvkJllUDmasuuzRt1p7VaFRH06vbcsKLebwEpCVAYciLiJwTQVgIH+MqBaCFE2dPF3xcXajOjEdELO31Q7nDLLVKtjWduheFrZcToumqd3LSuX47YkISoDlp8/C4BFlg1uVjYqRyOEEIXDVKdlcMPsSSILD0q3WVFyt7Ljt7bDMdFo+S38/+3de1SUdf4H8PczF4b7RcDhpqhJIiqIIoZWuoi4rpllmrVKRL/sl4uZubu/8pxNd/ecwp/9ql3LtK2tNF2xWrFyV5RVRC2VABFRQzREN7l44yJ3Z76/P4hZp/Ee8J3heb/OmXOc53lg3vNpzvDpeb7P91uEN4/slh2p27Eh6gFyKsoAAANcAiQnISLqXB1zEm0urkRdc5vkND3bGGM/vBn7IADgf/L+gV0VJyQn6l5siHqAkssVAIAxvbl+GRH1LCNDvDDY6I7mK2Z8dqhCdpweL3XwWMy5awRMwoxZu9bh+4Za2ZG6DRsiB1ff3Ip6zSUAwPSBHD9ERD2Loih44oezRGt5t1mXUxQF746ZgUifQFQ3X8aM7LVoNaljkV02RA5u0/HvAK0JilmLhL59ZcchIup0s0eEQFGAnJMXcOpio+w4PZ6rzgmb4pPh7eSC/efKsSj3C9mRugUbIge3+bvjAAA/jS/0Wp3kNEREna+Pjwt+dpcfAGB9Ac8SdYe7PP2w7v7HAQArv/0aH5/Il5yo67EhcnDfnG9fqXi4DydkJKKeq2NOorV5/1blLeEyTOkTgaXDJwIAnvn6UxRe6NnryrEhcmBtJjPO/jAh45R+nJCRiHqu6cMC4eqkxfFzDcg9XSM7jmosGT4Rk4PD0Wy6gkey1+JSS8+9ZMmGyIHtLa+GcGoAAMzggGoi6sE8nHWYPqx9ahHOSdR9NIoG68b9Ev3de+G7+guYs/tvMIueOWs4GyIHtvHbEkABXIQrgt29ZMchIupSHXMSpRd+j9YrPfOPsj3qZXDFpvhkOGt1+Oe/v8WyomzZkboEGyIH1jEh4yD3IMlJiIi63oQwfwR6GnCxsQ3/PFYlO46qDPcNxjtx0wEALx/MRE7lScmJOh8bIgdlNgucaKoEAIwP6i85DRFR19NqFMwZwTmJZEkJi0XywBiYhcBju9ahorFOdqROxYbIQR2qqMUVQw0AYPrAu+WGISLqJh13m205WoULDa2S06jPynsexhBvIyqb6jF95xq09KBJG9kQOag1R44AuivQCT3u6c0JGYlIHYYGeiI62BNtJoGNhWdlx1EdN70BmyekWCZtnLfv7z1mGgQ2RA5qy5ljAIAh7qHQa7SS0xARdZ+OwdUf87KZFAM9/bBx/BxoFAUfln6Dt499JTtSp2BD5IBar5jxXdsZAMCsAUMlpyEi6l6PRwdDq1Gwv/wSjp+7LDuOKiUGD8JrMQ8AAF7I/QI7z5ZKTvTTsSFyQBklZRCGBkAomDskWnYcIqJuFeDpjEmD/AEAH3NOImleGHI/ku4aCZMwY+auj1FWf0F2pJ+EDZED+vBYIQDAX+MPPxc3uWGIiCR44qrLZmZzzxjD4mgURcG7Y2ZglF8fXGxpxLQdH+FyW4vsWHeMDZED2n/pBADgZ715dxkRqdODQwPg6axD+aUm7Clz7DMTjsxFp0dG/JMIcPHA4UsVeGrvRocdZM2GyMGcrq1HreY8AGDesBGS0xARyeGi12JmZPuktB/n9exFR+1dsJsXNsUnQ6/R4tNTRXjn269lR7ojbIgczJv5+YBGwOmKK8aF9JEdh4hImo45iT45dBZNbSbJadQtrnc/LI+ZAgBYlPsF8s6fkZzo9rEhcjCfnz4CAIj06A9FUSSnISKS597+vdCvlwvqW67g8+JK2XFU7/mI+/Bw36FoNZswfecaVDXVy450W9gQOZCWK1dwqq39joonBkVJTkNEJJfm6qU8eLeZdIqi4IN7Z+FuT3+caajBY7vW4YrZcc7csSFyIO8dOgKha4Ni1mHusEjZcYiIpEv64bLZ9uPnUFnXLDkNeRtc8PmEFLjrDNhVeRIvF2yTHemWsSFyIGuPHwIA9NMHw1mnk5yGiEi+u/3dcU+oD0xmgQ0HObjaHoR798Zf750JAFh2eCe++GGoh71jQ+QgzGaBwvoyAMCDfSMkpyEish8dg6t52cx+PNp/OJ6PuA8A8MSeDThZd15yoptjQ+QgNhwtRZu+HhDAb2JGyY5DRGQ3Ho0Kgl6roPBsHQ5X1MmOQz9YHjMFY3r3Q21rMx7JXoumK22yI90QGyIH8X+H2hfPC9EGI8TdU3IaIiL74evmhAcijAC4lIc9cdLq8Mn4JPg7u+HQxbP4768/s+tJG9kQOYDGtjYcampfOO+/wmIlpyEisj8dS3msK/g3TFzKw24Eu3khfdwcaBUNPj6ZjzeP7JYd6brYEDmAVw7sh9C2QmNywouj2BAREf3YLwYb0ctVj4q6Fuwstf/xKmoSHxSGN2KnAgB+m7cF274vkZzo2tgQOYB3j7dPgz7SbRBc9HrJaYiI7I+TToNZw39YyiOfl83szXOD70VK2CiYhcBju9ahtPac7Eg22BDZuX+UncAF5RwgFLw2JkF2HCIiu5X0w2WzTYcr0NByRXIaupqiKFgV9wji/ENR09qEB3d8iLpW+5o3ig2RnXtxfxYAwGgOwbjQYMlpiIjs1z2hPhjo54aGVhMyuJSH3TFoddgUn4xgVy98W1uN2bvXw2Q2y45lwYbIju05W44jTScBAL8ZOk5yGiIi+6YoCuaMaP8fR95tZp8CXD2xecKTcNbqsOXMMbx8MFN2JAs2RHZKCIGUXZsABfBsDsKiWK5dRkR0M3N+uGz2r9JzqOBSHnYpxq8P3h/7KAAgrWgn0r87KDlROzZEduqvJXk42fI9YFbw++GToNFwZXsiopu5y88NcaE+MAvgbwVcysNezb5rBH47dDwA4Km9n6DgvPwzemyI7NCZyzWYvz8DAODXNBDPxQ6WnIiIyHF0LPi6jneb2bW0kb/A5OBwNJna8Ej2GlxsaZSahw2RnTELMx7OWocW0Qo0euDjhIeg0/I/ExHRrbp6KY/iynrZceg6tBoN1o/7Jfq798Kpy5fwxO4NMAt5g6xV9Zd25cqV6NevH5ydnTF69Gjk5ubKjmRjwddfIL/mFGDWYJrXePw83Cg7EhGRQ/F1c8KUwe3fnesPnpWchm7Ex+CKv8cnw6DV4VhtNSqb5DWwqmmINm7ciEWLFmHp0qUoKChAVFQUJk2ahOrqatnRALQPon4pNxMrj+8FAPjXDsXaGWMkpyIickwdcxKlHzwLE1fysGvRvsH4csJTyJ+6EEGuXtJyqKYheuONNzB37lykpKQgIiICq1evhqurKz744ANpmUxmgZKLNciqv4Rhm97G/x75FwDA9eJA7J79MDydOSs1EdGdmBLRGz4uenxf14LiGtlp6GYmBt8Nb4OL1Aw6qa/eTVpbW5Gfn4/Fixdbtmk0GiQkJGDfvn02x7e0tKClpcXyvK6uDgDQ1taGtra2Tsu1vfwUHtjzbvuTNgBmDQIaIpA5axru6uXcqa/lSDret1rf/7WwJrZYE1usyX9oAMyIDMB7B85gV7WC37AmFmr6nNzOe1RFQ3T+/HmYTCYYjdbjcYxGI7799lub49PS0vCHP/zBZvv27dvh6uraabkutZkBAShXDHBr8sFEbR88FuKMU/m7carTXsVxZWVlyY5gd1gTW6yJLdak3YBmQIGCpivA9u1ZUDh7iRU1fE4aG2/9zjVVNES3a/HixVi0aJHleV1dHfr06YPExER4enp22usIIfDzxnE4kLMHEydOhJ4LtwJo7+izsrJYk6uwJrZYE1usibXJQmBmYgOKD+xmTa6ips9JxxWeW6GKhsjPzw9arRZVVVVW26uqqhAQEGBzvMFggMFgsNmu1+s7/cPjq3h02e92dKyJLdbEFmtiizX5j76+CorBmlyLGmpyO+9PFYOqnZycMHLkSOzYscOyzWw2Y8eOHYiLi5OYjIiIiOyBKs4QAcCiRYuQnJyMmJgYxMbG4k9/+hMaGhqQkpIiOxoRERFJppqGaNasWTh37hyWLFmCyspKDB8+HJmZmTYDrYmIiEh9VNMQAcD8+fMxf/582TGIiIjIzqhiDBERERHRjbAhIiIiItVjQ0RERESqx4aIiIiIVI8NEREREakeGyIiIiJSPTZEREREpHpsiIiIiEj12BARERGR6qlqpuo7JYQAANTV1XX6725ra0NjYyPq6up6/KrDt4o1scWa2GJNbLEmtlgTW2qqScff7Y6/4zfChugW1NfXAwD69OkjOQkRERHdrvr6enh5ed3wGEXcStukcmazGWfPnoWHhwcURenU311XV4c+ffrgzJkz8PT07NTf7ahYE1usiS3WxBZrYos1saWmmgghUF9fj6CgIGg0Nx4lxDNEt0Cj0SAkJKRLX8PT07PHfzBvF2tiizWxxZrYYk1ssSa21FKTm50Z6sBB1URERKR6bIiIiIhI9dgQSWYwGLB06VIYDAbZUewGa2KLNbHFmthiTWyxJrZYk2vjoGoiIiJSPZ4hIiIiItVjQ0RERESqx4aIiIiIVI8NEREREakeGyKJVq5ciX79+sHZ2RmjR49Gbm6u7Ejdavfu3Zg6dSqCgoKgKAo2b95stV8IgSVLliAwMBAuLi5ISEhAaWmpnLDdIC0tDaNGjYKHhwd69+6Nhx56CCUlJVbHNDc3IzU1Fb6+vnB3d8cjjzyCqqoqSYm73qpVqxAZGWmZQC4uLg5bt2617FdbPa5l2bJlUBQFCxcutGxTY11+//vfQ1EUq0d4eLhlvxpr8v3332POnDnw9fWFi4sLhg0bhry8PMt+tX3H3gwbIkk2btyIRYsWYenSpSgoKEBUVBQmTZqE6upq2dG6TUNDA6KiorBy5cpr7l++fDlWrFiB1atX48CBA3Bzc8OkSZPQ3NzczUm7R05ODlJTU7F//35kZWWhra0NiYmJaGhosBzzwgsv4Msvv8Snn36KnJwcnD17FtOnT5eYumuFhIRg2bJlyM/PR15eHuLj4zFt2jQcOXIEgPrq8WPffPMN3n33XURGRlptV2tdhgwZgoqKCstj7969ln1qq8mlS5cwduxY6PV6bN26FUePHsXrr78OHx8fyzFq+469KUFSxMbGitTUVMtzk8kkgoKCRFpamsRU8gAQGRkZludms1kEBASI1157zbKtpqZGGAwGsWHDBgkJu191dbUAIHJycoQQ7e9fr9eLTz/91HLMsWPHBACxb98+WTG7nY+Pj3j//fdVX4/6+noRFhYmsrKyxLhx48Tzzz8vhFDv52Tp0qUiKirqmvvUWJMXX3xR3Hvvvdfdz+9YWzxDJEFrayvy8/ORkJBg2abRaJCQkIB9+/ZJTGY/ysrKUFlZaVUjLy8vjB49WjU1qq2tBQD06tULAJCfn4+2tjarmoSHh6Nv376qqInJZEJ6ejoaGhoQFxen+nqkpqZiypQpVu8fUPfnpLS0FEFBQRgwYABmz56N06dPA1BnTb744gvExMRg5syZ6N27N6Kjo/Hee+9Z9vM71hYbIgnOnz8Pk8kEo9Fotd1oNKKyslJSKvvSUQe11shsNmPhwoUYO3Yshg4dCqC9Jk5OTvD29rY6tqfX5PDhw3B3d4fBYMCzzz6LjIwMREREqLYeAJCeno6CggKkpaXZ7FNrXUaPHo2PPvoImZmZWLVqFcrKynDfffehvr5elTX57rvvsGrVKoSFhWHbtm2YN28eFixYgDVr1gDgd+y1cLV7IjuUmpqK4uJiqzEQajVo0CAUFhaitrYWn332GZKTk5GTkyM7ljRnzpzB888/j6ysLDg7O8uOYzcmT55s+XdkZCRGjx6N0NBQfPLJJ3BxcZGYTA6z2YyYmBi8+uqrAIDo6GgUFxdj9erVSE5OlpzOPvEMkQR+fn7QarU2dzhUVVUhICBAUir70lEHNdZo/vz52LJlC7KzsxESEmLZHhAQgNbWVtTU1Fgd39Nr4uTkhIEDB2LkyJFIS0tDVFQU/vznP6u2Hvn5+aiursaIESOg0+mg0+mQk5ODFStWQKfTwWg0qrIuP+bt7Y27774bJ06cUOVnJTAwEBEREVbbBg8ebLmMqObv2OthQySBk5MTRo4ciR07dli2mc1m7NixA3FxcRKT2Y/+/fsjICDAqkZ1dXU4cOBAj62REALz589HRkYGdu7cif79+1vtHzlyJPR6vVVNSkpKcPr06R5bk2sxm81oaWlRbT0mTJiAw4cPo7Cw0PKIiYnB7NmzLf9WY11+7PLlyzh58iQCAwNV+VkZO3aszbQdx48fR2hoKAB1fsfelOxR3WqVnp4uDAaD+Oijj8TRo0fFM888I7y9vUVlZaXsaN2mvr5eHDx4UBw8eFAAEG+88YY4ePCgKC8vF0IIsWzZMuHt7S0+//xzUVRUJKZNmyb69+8vmpqaJCfvGvPmzRNeXl5i165doqKiwvJobGy0HPPss8+Kvn37ip07d4q8vDwRFxcn4uLiJKbuWi+99JLIyckRZWVloqioSLz00ktCURSxfft2IYT66nE9V99lJoQ66/LrX/9a7Nq1S5SVlYmvvvpKJCQkCD8/P1FdXS2EUF9NcnNzhU6nE6+88oooLS0V69evF66urmLdunWWY9T2HXszbIgkeuutt0Tfvn2Fk5OTiI2NFfv375cdqVtlZ2cLADaP5ORkIUT7baEvv/yyMBqNwmAwiAkTJoiSkhK5obvQtWoBQHz44YeWY5qamsSvfvUr4ePjI1xdXcXDDz8sKioq5IXuYk899ZQIDQ0VTk5Owt/fX0yYMMHSDAmhvnpcz48bIjXWZdasWSIwMFA4OTmJ4OBgMWvWLHHixAnLfjXW5MsvvxRDhw4VBoNBhIeHi7/85S9W+9X2HXszihBCyDk3RURERGQfOIaIiIiIVI8NEREREakeGyIiIiJSPTZEREREpHpsiIiIiEj12BARERGR6rEhIiIiItVjQ0RERESqx4aIiBzSk08+iYceekja6yclJVlWEr+Zxx57DK+//noXJyKin4IzVROR3VEU5Yb7ly5dihdeeAFCCHh7e3dPqKscOnQI8fHxKC8vh7u7+02PLy4uxv3334+ysjJ4eXl1Q0Iiul1siIjI7lRWVlr+vXHjRixZssRq5W53d/dbakS6ytNPPw2dTofVq1ff8s+MGjUKTz75JFJTU7swGRHdKV4yIyK7ExAQYHl4eXlBURSrbe7u7jaXzMaPH4/nnnsOCxcuhI+PD4xGI9577z00NDQgJSUFHh4eGDhwILZu3Wr1WsXFxZg8eTLc3d1hNBqRlJSE8+fPXzebyWTCZ599hqlTp1ptf+eddxAWFgZnZ2cYjUbMmDHDav/UqVORnp7+04tDRF2CDRER9Rhr1qyBn58fcnNz8dxzz2HevHmYOXMmxowZg4KCAiQmJiIpKQmNjY0AgJqaGsTHxyM6Ohp5eXnIzMxEVVUVHn300eu+RlFREWpraxETE2PZlpeXhwULFuCPf/wjSkpKkJmZifvvv9/q52JjY5Gbm4uWlpauefNE9JOwISKiHiMqKgq/+93vEBYWhsWLF8PZ2Rl+fn6YO3cuwsLCsGTJEly4cAFFRUUAgLfffhvR0dF49dVXER4ejujoaHzwwQfIzs7G8ePHr/ka5eXl0Gq16N27t2Xb6dOn4ebmhgceeAChoaGIjo7GggULrH4uKCgIra2tVpcDich+sCEioh4jMjLS8m+tVgtfX18MGzbMss1oNAIAqqurAbQPjs7OzraMSXJ3d0d4eDgA4OTJk9d8jaamJhgMBquB3xMnTkRoaCgGDBiApKQkrF+/3nIWqoOLiwsA2GwnIvvAhoiIegy9Xm/1XFEUq20dTYzZbAYAXL58GVOnTkVhYaHVo7S01OaSVwc/Pz80NjaitbXVss3DwwMFBQXYsGEDAgMDsWTJEkRFRaGmpsZyzMWLFwEA/v7+nfJeiahzsSEiItUaMWIEjhw5gn79+mHgwIFWDzc3t2v+zPDhwwEAR48etdqu0+mQkJCA5cuXo6ioCKdOncLOnTst+4uLixESEgI/P78uez9EdOfYEBGRaqWmpuLixYt4/PHH8c033+DkyZPYtm0bUlJSYDKZrvkz/v7+GDFiBPbu3WvZtmXLFqxYsQKFhYUoLy/H2rVrYTabMWjQIMsxe/bsQWJiYpe/JyK6M2yIiEi1goKC8NVXX8FkMiExMRHDhg3DwoUL4e3tDY3m+l+PTz/9NNavX2957u3tjU2bNiE+Ph6DBw/G6tWrsWHDBgwZMgQA0NzcjM2bN2Pu3Lld/p6I6M5wYkYiotvU1NSEQYMGYePGjYiLi7vp8atWrUJGRga2b9/eDemI6E7wDBER0W1ycXHB2rVrbziB49X0ej3eeuutLk5FRD8FzxARERGR6vEMEREREakeGyIiIiJSPTZEREREpHpsiIiIiEj12BARERGR6rEhIiIiItVjQ0RERESqx4aIiIiIVI8NEREREane/wNoRQv4VxFVIgAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Function.compare_plots(\n",
    "    [\n",
    "        (test_flight.altitude, \"RocketPy\"),\n",
    "        (cots_altimeter_flight.altitude, \"COTS Altimeter\"),\n",
    "    ],\n",
    "    title=\"Altitude Comparison\",\n",
    "    xlabel=\"Time (s)\",\n",
    "    ylabel=\"Altitude (m)\",\n",
    ")\n",
    "\n",
    "Function.compare_plots(\n",
    "    [\n",
    "        (test_flight.vz, \"RocketPy\"),\n",
    "        (cots_altimeter_flight.vz, \"COTS Altimeter\"),\n",
    "    ],\n",
    "    title=\"Vertical Velocity Comparison\",\n",
    "    xlabel=\"Time (s)\",\n",
    "    ylabel=\"Velocity (m/s)\",\n",
    ")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
